diff --git a/doc/source/Ohmpi_V2_00/step_n_3/a/MUX_07.jpg b/doc/source/Ohmpi_V2_00/step_n_3/a/MUX_07.jpg
index 1086d5ab36c451047701fb728d9e5f1fc37f7af8..d09ee226f2097e9dd81b9975e997b09a5a53f466 100644
Binary files a/doc/source/Ohmpi_V2_00/step_n_3/a/MUX_07.jpg and b/doc/source/Ohmpi_V2_00/step_n_3/a/MUX_07.jpg differ
diff --git a/index.html b/index.html
index 423e5591797f17d7fd9895a803029bce00cddc1d..fbed636efdff767adcc25909a358a0758b4f2af9 100644
--- a/index.html
+++ b/index.html
@@ -1,549 +1,587 @@
-<!DOCTYPE html>
-<html>
-<head>
-    <meta charset="utf8"/>
-    <title>OhmPi Acquisition Board</title>
-    <link rel="shortcut icon" type="image/jpg" href="logo_ohmpi.jpg"/>
-    
-    <!-- dependencies (need to be local as no internet in AP mode)-->
-    <script src="js/plotly-basic-2.8.3.min.js"></script>
-    <script src="js/jquery-3.4.1.min.js"></script>
-    <link type="text/css" href="css/bootstrap.min.css" rel="stylesheet">
-	<!-- <script src="https://code.jquery.com/jquery-3.4.1.min.js"></script> -->
-	<!-- <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6" crossorigin="anonymous"> -->
-    <!-- <script src="js/danfojs/bundle.min.js"></script> -->
-</head>
-<body>
-    <div class='container'>
-        <h1>OhmPi Acquisition Board</h1>
-        <!-- nb stacks, on-time -->
-        <button id="setConfigBtn" type="button" class="btn btn-secondary" data-toggle="modal" data-target="#exampleModal">Settings</button>
-        <button id='startBtn' type="button" class="btn btn-primary">Start</button>
-        <button id='stopBtn' type="button" class="btn btn-warning">Stop</button>
-        <!-- upload button for csv which display the table ABMN -->
-        <button id="removeDataBtn" type="button" class="btn btn-danger">Clear data</button>
-        <button id="getDataBtn" type="button" class="btn btn-info">Get data</button>
-        <div class="form-check">
-            <input id="dataRetrievalCheck" class="form-check-input" type="checkbox" value="">
-            <label class="form-check-label" for="dataRetrievalCheck">
-                Automaticaly get data every 1 second
-            </label>
-        </div>
-        <div id='output'>Status: idle</div>
-        
-        <!-- Pseudo section -->
-        <select id='surveySelect' class='custom-select'>
-        </select>
-        <input id="cmin" type="number" value="0"/>
-        <input id="cmax" type="number" value="150"/>
-        <button id="capplyBtn" type="button" class="btn btn-info">Apply</button>
-        <div id="gd"></div>
-        <div class="mb3 row">
-            <label for="quadSelect">Quadrupole:</label>
-            <div class="col-sm-10">
-                <select id='quadSelect' class='custom-select'></select>    
-            </div>
-        </div>
-        
-        <!-- trace figure -->
-        <button id="addTraceBtn" type="button" class="btn btn-info">Add trace</button>
-        <button id="removeTracesBtn" type="button" class="btn btn-info">Remove all traces</button>    
-        <div id="ts"></div>
-        
-        <!-- RS check -->
-        <button id="rsBtn" type="button" class="btn btn-info">Check contact resistance</button>
-        <button id="rsClearBtn" type="button" class="btn btn-info">Clear plot</button>
-        <div id="rs"></div>
-        
-        <!-- Additional buttons -->
-        <button id="downloadBtn" type="button" class="btn btn-primary">Download data</button>
-        <!-- <button id="invertBtn" type="button" class="btn btn-primary">Invert</button> -->
-        <a id="download"></a>
-
-        <!-- Modal for configuration -->
-        <div class="modal fade" id="exampleModal" tabindex="-1" role="dialog" aria-labelledby="exampleModalLabel" aria-hidden="true">
-            <div class="modal-dialog" role="document">
-            <div class="modal-content">
-                <div class="modal-header">
-                <h5 class="modal-title" id="exampleModalLabel">OhmPi configuration</h5>
-                <button type="button" class="close" data-dismiss="modal" aria-label="Close">
-                    <span aria-hidden="true">&times;</span>
-                </button>
-                </div>
-                <div class="modal-body">
-                    <form>
-                        <div class="form-group row">
-                          <label for="nbElectrodes" class="col-sm-2 col-form-label">Nb electrodes</label>
-                          <div class="col-sm-10">
-                            <input type="number" class="form-control-number" id="nbElectrodes" value="64">
-                          </div>
-                        </div>
-                        <div class="form-group row">
-                            <label for="injectionDuration" class="col-sm-2 col-form-label">Injection duration [s]</label>
-                            <div class="col-sm-10">
-                              <input type="number" class="form-control-number" id="injectionDuration" value="0.2">
-                            </div>
-                          </div>
-                          <div class="form-group row">
-                            <label for="nbMeasurements" class="col-sm-2 col-form-label">Nb Measurements</label>
-                            <div class="col-sm-10">
-                              <input type="number" class="form-control-number" id="nbMeasurements" value="1">
-                            </div>
-                          </div>
-                          <div class="form-group row">
-                            <label for="sequenceDelay" class="col-sm-2 col-form-label">Sequence delay [s]</label>
-                            <div class="col-sm-10">
-                              <input type="number" class="form-control-number" id="sequenceDelay" value="100">
-                            </div>
-                          </div>
-                          <div class="form-group row">
-                            <label for="nbStack" class="col-sm-2 col-form-label">Nb stack</label>
-                            <div class="col-sm-10">
-                              <input type="number" class="form-control-number" id="nbStack" value="1">
-                            </div>
-                          </div>
-                          <div class="form-group row">
-                            <label for="sequence" class="col-sm-2 col-form-label">Sequence</label>
-                            <div class="col-sm-10">
-                              <input type="file" class="form-control" id="sequence">
-                            </div>
-                          </div>           
-                      </form>
-                </div>
-                <div class="modal-footer">
-                <button type="button" class="btn btn-secondary" data-dismiss="modal">Cancel</button>
-                <button id="saveConfigBtn" type="button" data-dismiss="modal" class="btn btn-primary">Save</button>
-                </div>
-            </div>
-            </div>
-        </div>
-        <button id="restartBtn" type="button" class="btn btn-danger">Restart</button>
-        <button id="shutdownBtn" type="button" class="btn btn-danger">Shutdown</button>
-        <footer>v0.2.0</footer>
-    </div>
-
-    <script type="text/javascript">
-        //let serverUrl = 'http://10.3.141.1:8080'
-        //let serverUrl = 'http://0.0.0.0:8080'
-        //let serverUrl = 'http://localhost:8080'
-        let serverUrl = 'http://' + window.location.host
-        console.log('serverUrl =', serverUrl)
-        let output = document.getElementById('output')
-        let data = {} // hold data of all surveys
-        let interv = null // hold interval for automatic data retrieval
-        let quads = [] // available quadrupoles for time-serie figure
-        let squads = [] // selected quadrupoles for time-serie figure
-
-        // useful functions
-        function sendCommand(query, callback=null) {
-            // dic in the form: {'command': X, ...} as JSON
-            if (callback == null) {
-                function callback(x) {
-                    console.log('default callback:', x)
-                }
-            }
-            let xhr = new XMLHttpRequest();
-            xhr.onreadystatechange = function() {
-                if (this.readyState == 4) {
-                    if (xhr.status == 200) {
-                        callback(JSON.parse(xhr.response))
-                    }
-                }
-            }
-            xhr.open('POST', serverUrl)
-            xhr.setRequestHeader('Content-Type', 'application/json')
-            xhr.send(query)
-        }
-
-        // start button
-        function startBtnFunc() {
-            sendCommand('{"command": "start"}', function(x) {
-                console.log(x['status'])
-                if (x['status'] == 'running') {
-                    output.innerHTML = 'Status: measuring...'
-                }
-            })
-        }
-        let startBtn = document.getElementById('startBtn')
-        startBtn.addEventListener('click', startBtnFunc)
-
-        // stop button
-        function stopBtnFunc() {
-            sendCommand('{"command": "stop"}', function(x) {
-                output.innerHTML = 'Status: ' + x['status']
-                clearInterval(interv)
-                getData()
-            })
-        }
-        let stopBtn = document.getElementById('stopBtn')
-        stopBtn.addEventListener('click', stopBtnFunc)
-
-        // set configuration
-        function saveConfigBtnFunc() {
-            // collect values from modal
-            let formVals = {}
-            for (let field of ['nbElectrodes', 'injectionDuration',
-             'nbMeasurements', 'sequenceDelay', 'nbStack']) {
-                formVals[field] = document.getElementById(field).value
-            }
-            console.log(formVals)
-            
-            // define callback to send settigs to Pi
-            function configCallback() {
-                sendCommand(JSON.stringify({
-                    'command': 'setConfig',
-                     'config': formVals
-                }), function(x) {
-                    console.log('setconfig:', x)
-                })
-            }
-            
-            // deal with the potential file containing the sequence
-            // https://stackoverflow.com/questions/19038919/is-it-possible-to-upload-a-text-file-to-input-in-html-js
-            if (!window.FileReader) {
-                alert('Your browser is not supported');
-                return false;
-            }
-            let input = document.getElementById('sequence')
-            if (input.files.length) {
-                const reader = new FileReader()
-                reader.readAsText(input.files[0])
-                reader.addEventListener('load', () => {
-                    formVals['sequence'] = reader.result
-                    console.log('file==', reader.result)
-                    configCallback()
-                }, false)
-            } else {
-                console.log('no sequence uploaded')
-                formVals['sequence'] = ''
-                configCallback()
-            } 
-            
-            
-        }
-        let saveConfigBtn = document.getElementById('saveConfigBtn')
-        saveConfigBtn.addEventListener('click', saveConfigBtnFunc)
-
-        // make pseudo plot
-        var trace = {
-            x: [],
-            y: [],
-            mode: 'markers',
-            marker: {
-                size: 40,
-                color: [],
-                colorbar: {
-                    title: 'App. res. [Ohm.m]',
-                    cmin: 0,
-                    cmax: 100,
-                }
-            }
-        }
-        let layout = {
-            title: 'Pseudo-section',
-            yaxis: {
-                title: 'Pseudo-depth',
-                autorange: 'reversed'
-            },
-            xaxis: {
-                title: 'X'
-            }
-
-        }
-        Plotly.newPlot('gd', [trace], layout)
-
-        // make time-serie plot
-        let tdata = []
-        let layout2 = {
-            title: 'Time-serie',
-            yaxis: {
-                title: 'App. res. [Ohm.m]'
-            },
-            xaxis: {
-                title: 'Sampling time'
-            }
-        }
-        Plotly.newPlot('ts', tdata, layout2)
-
-        // add trace to time-serie plot
-        function addTraceBtnFunc() {
-            let val = document.getElementById('quadSelect').value
-            squads.push(val.split(', '))
-            tdata.push({
-                x: [],
-                y: [],
-                name: val,
-                type: 'scatter'
-            })
-            Plotly.newPlot('ts', tdata, layout2)
-            getData()
-        }
-        let addTraceBtn = document.getElementById('addTraceBtn')
-        addTraceBtn.addEventListener('click', addTraceBtnFunc)
-
-        // remove all traces from time-serie plot
-        function removeTracesBtnFunc() {
-            squads = []
-            tdata = []            
-            Plotly.newPlot('ts', tdata, layout2)
-        }
-        let removeTracesBtn = document.getElementById('removeTracesBtn')
-        removeTracesBtn.addEventListener('click', removeTracesBtnFunc)
-
-        // callback function to draw the plot
-        function surveySelectFunc(el) {
-            let surveyName = el['target'].value
-            let df = data[surveyName]
-            if (df != undefined) {
-                let a = df['a']
-                let b = df['b']
-                let m = df['m']
-                let n = df['n']
-                // let's assume electrodes are 1 m distance
-                // compute pseudo-depth (assume no topo)
-                // compute app res (assumping flat, line survey)
-                let xpos = []
-                let ypos = []
-                let app = []
-                for (let i = 0; i < a.length; i++) {
-                    let ab = (a[i] + b[i])/2
-                    let mn = (m[i] + n[i])/2
-                    let dist = Math.abs(ab - mn)
-                    xpos.push(Math.min(ab, mn) + dist/2)
-                    ypos.push(Math.sqrt(2)/2*dist)
-                    let am = Math.abs(a[i] - m[i])
-                    let bm = Math.abs(b[i] - m[i])
-                    let an = Math.abs(a[i] - n[i])
-                    let bn = Math.abs(a[i] - n[i])
-                    let K = (2*Math.PI)/((1/am)-(1/an)-(1/an)+(1/bn))
-                    app.push(df['rho'][i]*-K)
-                }
-                console.log(app)
-                // update the trace and redraw the figure
-                trace['x'] = xpos
-                trace['y'] = ypos
-                trace['marker']['color'] = app
-                trace['marker']['cmax'] = document.getElementById('cmax').value
-                trace['marker']['cmin'] = document.getElementById('cmin').value
-                Plotly.redraw('gd')
-            }
-        }
-        let surveySelect = document.getElementById('surveySelect')
-
-        // bar chart for contact resistance
-        let rsdata = []
-        let rslayout = {
-            title: 'Contact resistances',
-            yaxis: {
-                title: 'Resistance [kOhm]'
-            },
-            xaxis: {
-                title: 'Consecutive electrodes'
-            }
-        }
-        Plotly.newPlot('rs', rsdata, rslayout)
-        
-        // run RS check
-        function rsBtnFunc() {
-            sendCommand('{"command": "rsCheck"}', function (res) {
-                // update the bar plot
-                rsdata.push({
-                x: res['data']['AB'],
-                y: res['data']['res'],
-                name: 'RS',
-                type: 'bar'
-                })
-                Plotly.redraw('rs')
-            })
-        }
-        let rsBtn = document.getElementById('rsBtn')
-        rsBtn.addEventListener('click', rsBtnFunc)
-        
-        // clear RS graph
-        function rsClearBtnFunc() {
-            rsdata = []
-            Plotly.newPlot('rs', rsdata, rslayout)
-        }
-        let rsClearBtn = document.getElementById('rsClearBtn')
-        rsClearBtn.addEventListener('click', rsClearBtnFunc)
-        
-        // getData
-        function getData() {
-            sendCommand(JSON.stringify({
-                'command': 'getData',
-                'surveyNames': Object.keys(data).slice(0, -1)
-                // last survey is often partial so we download it again
-            }), function(ddic) {
-                // update status
-                output.innerHTML = 'Status: ' + ddic['status']
-
-                // update data dic with new data
-                data = { // destructuring assignement (magic! :o)
-                    ...data,
-                    ...ddic['data'] // value from second dic are preferred
-                }
-                
-                // dropdown with number of surveys and +++
-                let surveyNames = Object.keys(data).sort()
-
-                // remove listener as we will replace the choices
-                surveySelect.removeEventListener('change', surveySelectFunc)
-                surveySelect.innerHTML = ''  // clearing all child nodes
-
-                // add choices again
-                for (let surveyName of surveyNames) {
-                    let option = document.createElement('option')
-                    option.innerText = surveyName
-                    option.value = surveyName
-                    surveySelect.appendChild(option)
-                }
-
-                // listener again
-                surveySelect.addEventListener('change', surveySelectFunc)
-                
-                // plot last one by default
-                surveySelect.value = surveyNames[surveyNames.length - 1]
-                
-                // call the function directly
-                // (as progammatically chaging the value does not trigger the event)
-                surveySelectFunc({'target': surveySelect})
-
-                // update list of quadrupoles if any
-                if (quads.length == 0) {
-                    console.log('updating list of quadrupoles')
-                    let df = data[surveyNames[0]]
-                    let quadSelect = document.getElementById('quadSelect')
-                    quadSelect.innerHTML = ''
-                    for (let i = 0; i < df['a'].length; i++) {
-                        quad = [df['a'][i], df['b'][i], df['m'][i], df['n'][i]]
-                        quads.push(quad)
-                        let option = document.createElement('option')
-                        option.value = quad.join(', ')
-                        option.innerText = quad.join(', ')
-                        quadSelect.appendChild(option)
-                    }
-                    console.log('quads=', quads)
-                }
-
-                // update time-serie figure
-                if (squads.length > 0) {
-
-                    // transform all surveyNames to datetime
-                    let xt = []
-                    for (surveyName of surveyNames) {
-                        let a = surveyName.split('_').slice(-1)[0]
-                        xt.push(a.slice(0, 4) + '-' 
-                            + a.slice(4, 6) + '-' 
-                            + a.slice(6, 8) + ' '
-                            + a.slice(9, 11) + ':'
-                            + a.slice(11, 13) + ':'
-                            + a.slice(13, 15))
-                    }
-                    //console.log(xt)
-
-                    // create one new trace per selected quadrupole
-                    for (let k = 0; k < squads.length; k++) {
-                        squad = squads[k]
-                        let x = []
-                        let y = []
-                        for (let i = 0; i < surveyNames.length; i++) {
-                            df = data[surveyNames[i]]
-                            for (let j = 0; j < df['a'].length; j++) {
-                                if (df['a'][j] == squad[0]
-                                && df['b'][j] == squad[1]
-                                && df['m'][j] == squad[2]
-                                && df['n'][j] == squad[3]) {
-                                    y.push(df['rho'][j])
-                                    x.push(xt[i])
-                                    break
-                                }
-                            }
-                        }
-
-                        // update trace dictionnary
-                        tdata[k]['x'] = x
-                        tdata[k]['y'] = y
-                    }
-                    //console.log(tdata)
-                    Plotly.redraw('ts')
-                }
-            })
-        }
-        let getDataBtn = document.getElementById('getDataBtn')
-        getDataBtn.addEventListener('click', getData)
-        
-        // apply new colorscale
-        let capplyBtn = document.getElementById('capplyBtn')
-        capplyBtn.addEventListener('click', function() {
-            surveySelectFunc({'target': surveySelect})
-        })
-        
-        // checkbox interaction for data download
-        function dataRetrievalCheckFunc(x) {
-            if (x['target'].checked == true) {
-                interv = setInterval(getData, 1000) // every 5s
-            } else {
-                clearInterval(interv)
-            }             
-        }
-        let dataRetrievalCheck = document.getElementById('dataRetrievalCheck')
-        dataRetrievalCheck.addEventListener('change', dataRetrievalCheckFunc)
-
-        // remove data
-        function removeDataBtnFunc() {
-            sendCommand('{"command": "removeData"}',function(x) {
-                data = {}
-                output.innerHTML = 'Status: ' + x['status'] + ' (all data cleared)'
-                console.log('all data removed')
-            })
-        }
-        let removeDataBtn = document.getElementById('removeDataBtn')
-        removeDataBtn.addEventListener('click', removeDataBtnFunc)
-
-        // shutdown Pi
-        function shutdownBtnFunc() {
-            sendCommand('{"command": "shutdown"}', function(x) {
-                console.log('shuting down...')
-            })
-        }
-        let shutdownBtn = document.getElementById('shutdownBtn')
-        shutdownBtn.addEventListener('click', shutdownBtnFunc)
-        
-        // restart Pi
-        function restartBtnFunc() {
-            sendCommand('{"command": "restart"}', function(x) {
-                console.log('rebooting...')
-            })
-        }
-        let restartBtn = document.getElementById('restartBtn')
-        restartBtn.addEventListener('click', restartBtnFunc)
-        
-        // invert data
-        // function invertBtnFunc() {
-        //     sendCommand('{"command": "invert"}', function(x) {
-        //         console.log('inversion results', x)
-        //     })
-        // }
-        // let invertBtn = document.getElementById('invertBtn')
-        // invertBtn.addEventListener('click', invertBtnFunc)
-
-        // download data
-        function downloadBtnFunc() {
-            sendCommand('{"command": "download"}', function(x) {
-                let dwl = document.getElementById('download')
-                dwl.setAttribute('href', serverUrl + '/data.zip')
-                dwl.setAttribute('download', 'data.zip')
-                dwl.click()
-            })
-        }
-        let downloadBtn = document.getElementById('downloadBtn')
-        downloadBtn.addEventListener('click', downloadBtnFunc)
-
-
-    </script>
-    
-    <!-- Boostrap scripts (at the end of the page for faster loading time)-->
-	<script src="js/bootstrap.bundle.min.js"></script>
-    <!-- <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js" integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf" crossorigin="anonymous"></script> -->
-</body>
-</html>
+<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="utf8"/>
+    <title>OhmPi Acquisition Board</title>
+    <link rel="shortcut icon" type="image/jpg" href="logo_ohmpi.jpg"/>
+    
+    <!-- dependencies (need to be local as no internet in AP mode)-->
+    <script src="js/plotly-basic-2.8.3.min.js"></script>
+    <script src="js/jquery-3.4.1.min.js"></script>
+    <link type="text/css" href="css/bootstrap.min.css" rel="stylesheet">
+	<!-- <script src="https://code.jquery.com/jquery-3.4.1.min.js"></script> -->
+	<!-- <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6" crossorigin="anonymous"> -->
+    <!-- <script src="js/danfojs/bundle.min.js"></script> -->
+</head>
+<body>
+    <div class='container'>
+        <h1>OhmPi Acquisition Board</h1>
+        <!-- nb stacks, on-time -->
+        <button id="setConfigBtn" type="button" class="btn btn-secondary" data-toggle="modal" data-target="#exampleModal">Settings</button>
+        <button id='startBtn' type="button" class="btn btn-primary">Start</button>
+        <button id='stopBtn' type="button" class="btn btn-warning">Stop</button>
+        <!-- upload button for csv which display the table ABMN -->
+        <button id="removeDataBtn" type="button" class="btn btn-danger">Clear data</button>
+        <button id="getDataBtn" type="button" class="btn btn-info">Get data</button>
+        <div class="form-check">
+            <input id="dataRetrievalCheck" class="form-check-input" type="checkbox" value="">
+            <label class="form-check-label" for="dataRetrievalCheck">
+                Automaticaly get data every 1 second
+            </label>
+        </div>
+        <div id='output'>Status: idle</div>
+        
+        <!-- Pseudo section -->
+        <select id='surveySelect' class='custom-select'>
+        </select>
+        <input id="cmin" type="number" value="0"/>
+        <input id="cmax" type="number" value="150"/>
+        <button id="capplyBtn" type="button" class="btn btn-info">Apply</button>
+        <div id="gd"></div>
+        <div class="mb3 row">
+            <label for="quadSelect">Quadrupole:</label>
+            <div class="col-sm-10">
+                <select id='quadSelect' class='custom-select'></select>    
+            </div>
+        </div>
+        
+        <!-- trace figure -->
+        <button id="addTraceBtn" type="button" class="btn btn-info">Add trace</button>
+        <button id="removeTracesBtn" type="button" class="btn btn-info">Remove all traces</button>    
+        <div id="ts"></div>
+        
+        <!-- RS check -->
+        <button id="rsBtn" type="button" class="btn btn-info">Check contact resistance</button>
+        <button id="rsClearBtn" type="button" class="btn btn-info">Clear plot</button>
+        <div id="rs"></div>
+        
+        <!-- Additional buttons -->
+        <button id="downloadBtn" type="button" class="btn btn-primary">Download data</button>
+        <!-- <button id="invertBtn" type="button" class="btn btn-primary">Invert</button> -->
+        <a id="download"></a>
+
+        <!-- Modal for configuration -->
+        <div class="modal fade" id="exampleModal" tabindex="-1" role="dialog" aria-labelledby="exampleModalLabel" aria-hidden="true">
+            <div class="modal-dialog" role="document">
+            <div class="modal-content">
+                <div class="modal-header">
+                <h5 class="modal-title" id="exampleModalLabel">OhmPi configuration</h5>
+                <button type="button" class="close" data-dismiss="modal" aria-label="Close">
+                    <span aria-hidden="true">&times;</span>
+                </button>
+                </div>
+                <div class="modal-body">
+                    <form>
+                        <div class="form-group row">
+                          <label for="nbElectrodes" class="col-sm-2 col-form-label">Nb electrodes</label>
+                          <div class="col-sm-10">
+                            <input type="number" class="form-control-number" id="nbElectrodes" value="64">
+                          </div>
+                        </div>
+                        <div class="form-group row">
+                            <label for="injectionDuration" class="col-sm-2 col-form-label">Injection duration [s]</label>
+                            <div class="col-sm-10">
+                              <input type="number" class="form-control-number" id="injectionDuration" value="0.2">
+                            </div>
+                          </div>
+                          <div class="form-group row">
+                            <label for="nbMeasurements" class="col-sm-2 col-form-label">Nb Measurements</label>
+                            <div class="col-sm-10">
+                              <input type="number" class="form-control-number" id="nbMeasurements" value="1">
+                            </div>
+                          </div>
+                          <div class="form-group row">
+                            <label for="sequenceDelay" class="col-sm-2 col-form-label">Sequence delay [s]</label>
+                            <div class="col-sm-10">
+                              <input type="number" class="form-control-number" id="sequenceDelay" value="100">
+                            </div>
+                          </div>
+                          <div class="form-group row">
+                            <label for="nbStack" class="col-sm-2 col-form-label">Nb stack</label>
+                            <div class="col-sm-10">
+                              <input type="number" class="form-control-number" id="nbStack" value="1">
+                            </div>
+                          </div>
+                          <div class="form-group row">
+                            <label for="sequence" class="col-sm-2 col-form-label">Sequence</label>
+                            <div class="col-sm-10">
+                              <input type="file" class="form-control" id="sequence">
+                            </div>
+                          </div>
+                          <div class="form-group row">
+                            <label for="elecSpacing" class="col-sm-2 col-form-label">Electrode spacing [m]</label>
+                            <div class="col-sm-10">
+                              <input type="number" class="form-control" id="elecSpacing", value="1">
+                            </div>
+                          </div>           
+                      </form>
+                </div>
+                <div class="modal-footer">
+                <button type="button" class="btn btn-secondary" data-dismiss="modal">Cancel</button>
+                <button id="saveConfigBtn" type="button" data-dismiss="modal" class="btn btn-primary">Save</button>
+                </div>
+            </div>
+            </div>
+        </div>
+        <button id="restartBtn" type="button" class="btn btn-danger">Restart</button>
+        <button id="shutdownBtn" type="button" class="btn btn-danger">Shutdown</button>
+        <footer>v0.2.0</footer>
+    </div>
+
+    <script type="text/javascript">
+        //let serverUrl = 'http://10.3.141.1:8080'
+        //let serverUrl = 'http://0.0.0.0:8080'
+        //let serverUrl = 'http://localhost:8080'
+        let serverUrl = 'http://' + window.location.host
+        console.log('serverUrl =', serverUrl)
+        let output = document.getElementById('output')
+        let data = {} // hold data of all surveys
+        let interv = null // hold interval for automatic data retrieval
+        let quads = [] // available quadrupoles for time-serie figure
+        let squads = [] // selected quadrupoles for time-serie figure
+        let elecSpacing = 1 // m
+
+        // useful functions
+        function sendCommand(query, callback=null) {
+            // dic in the form: {'command': X, ...} as JSON
+            if (callback == null) {
+                function callback(x) {
+                    console.log('default callback:', x)
+                }
+            }
+            let xhr = new XMLHttpRequest();
+            xhr.onreadystatechange = function() {
+                if (this.readyState == 4) {
+                    if (xhr.status == 200) {
+                        callback(JSON.parse(xhr.response))
+                    }
+                }
+            }
+            xhr.open('POST', serverUrl)
+            xhr.setRequestHeader('Content-Type', 'application/json')
+            xhr.send(query)
+            console.log('sendCommand:', query)
+        }
+
+        // start button
+        function startBtnFunc() {
+            sendCommand('{"command": "start"}', function(x) {
+                console.log(x['status'])
+                if (x['status'] == 'running') {
+                    output.innerHTML = 'Status: measuring...'
+                }
+            })
+        }
+        let startBtn = document.getElementById('startBtn')
+        startBtn.addEventListener('click', startBtnFunc)
+
+        // stop button
+        function stopBtnFunc() {
+            sendCommand('{"command": "stop"}', function(x) {
+                output.innerHTML = 'Status: ' + x['status']
+                clearInterval(interv)
+                document.getElementById('dataRetrievalCheck').checked = false
+                getData()
+            })
+        }
+        let stopBtn = document.getElementById('stopBtn')
+        stopBtn.addEventListener('click', stopBtnFunc)
+
+        // set configuration
+        function saveConfigBtnFunc() {
+            // collect values from modal
+            let formVals = {}
+            for (let field of ['nbElectrodes', 'injectionDuration',
+             'nbMeasurements', 'sequenceDelay', 'nbStack', 'elecSpacing']) {
+                formVals[field] = document.getElementById(field).value
+            }
+            console.log(formVals)
+            elecSpacing = formVals['elecSpacing']
+            
+            // define callback to send settigs to Pi
+            function configCallback() {
+                sendCommand(JSON.stringify({
+                    'command': 'setConfig',
+                     'config': formVals
+                }), function(x) {
+                    console.log('setconfig:', x)
+                })
+            }
+            
+            // deal with the potential file containing the sequence
+            // https://stackoverflow.com/questions/19038919/is-it-possible-to-upload-a-text-file-to-input-in-html-js
+            if (!window.FileReader) {
+                alert('Your browser is not supported');
+                return false;
+            }
+            let input = document.getElementById('sequence')
+            if (input.files.length) {
+                const reader = new FileReader()
+                reader.readAsText(input.files[0])
+                reader.addEventListener('load', () => {
+                    formVals['sequence'] = reader.result
+                    console.log('file==', reader.result)
+                    configCallback()
+                }, false)
+            } else {
+                console.log('no sequence uploaded')
+                formVals['sequence'] = ''
+                configCallback()
+            } 
+            
+            
+        }
+        let saveConfigBtn = document.getElementById('saveConfigBtn')
+        saveConfigBtn.addEventListener('click', saveConfigBtnFunc)
+
+        // make pseudo plot
+        var trace = {}
+        let layout = {}
+        let tdata = []
+        let layout2 = {}
+        let rsdata = []
+        let rslayout = {}
+        
+        // initialize all plots
+        function initPlots() {
+			trace = {
+				x: [],
+				y: [],
+				mode: 'markers',
+				marker: {
+					size: 40,
+					color: [],
+					colorbar: {
+						title: 'App. res. [Ohm.m]',
+						cmin: 0,
+						cmax: 100,
+					}
+				}
+			}
+			layout = {
+				title: 'Pseudo-section',
+				yaxis: {
+					title: 'Pseudo-depth',
+					autorange: 'reversed'
+				},
+				xaxis: {
+					title: 'X'
+				}
+
+			}
+			Plotly.newPlot('gd', [trace], layout)
+
+			// make time-serie plot
+			tdata = []
+			layout2 = {
+				title: 'Time-serie',
+				yaxis: {
+					title: 'App. res. [Ohm.m]'
+				},
+				xaxis: {
+					title: 'Sampling time'
+				}
+			}
+			Plotly.newPlot('ts', tdata, layout2)
+			
+			// bar chart for contact resistance
+			rsdata = []
+			rslayout = {
+				title: 'Contact resistances',
+				yaxis: {
+					title: 'Resistance [kOhm]'
+				},
+				xaxis: {
+					title: 'Consecutive electrodes'
+				}
+			}
+			Plotly.newPlot('rs', rsdata, rslayout)
+		}
+		initPlots()
+
+        // add trace to time-serie plot
+        function addTraceBtnFunc() {
+            let val = document.getElementById('quadSelect').value
+            squads.push(val.split(', '))
+            tdata.push({
+                x: [],
+                y: [],
+                name: val,
+                type: 'scatter'
+            })
+            Plotly.newPlot('ts', tdata, layout2)
+            getData()
+        }
+        let addTraceBtn = document.getElementById('addTraceBtn')
+        addTraceBtn.addEventListener('click', addTraceBtnFunc)
+
+        // remove all traces from time-serie plot
+        function removeTracesBtnFunc() {
+            squads = []
+            tdata = []            
+            Plotly.newPlot('ts', tdata, layout2)
+        }
+        let removeTracesBtn = document.getElementById('removeTracesBtn')
+        removeTracesBtn.addEventListener('click', removeTracesBtnFunc)
+
+        // callback function to draw the plot
+        function surveySelectFunc(el) {
+            let surveyName = el['target'].value
+            let df = data[surveyName]
+            if (df != undefined) {
+                // let's assume electrodes are 1 m distance
+                // compute pseudo-depth (assume no topo)
+                // compute app res (assumping flat, line survey)
+                let xpos = []
+                let ypos = []
+                let app = []
+                for (let i = 0; i < df['a'].length; i++) {
+                    let a = df['a'][i]
+                    let b = df['b'][i]
+                    let m = df['m'][i]
+                    let n = df['n'][i]
+                    // let's sort the electrodes AB are the two left, MN, the two right
+                    // TODO not sure this is correct, resipy code is much more complex here
+                    let abmn = [a, b, m, n]
+                    abmn = abmn.sort((a, b) => a - b)
+                    a = abmn[0]
+                    b = abmn[1]
+                    m = abmn[2]
+                    n = abmn[3]
+                    let ab = (a + b)/2
+                    let mn = (m + n)/2
+                    let dist = Math.abs(ab - mn)
+                    xpos.push((Math.min(ab, mn) + dist/2)*elecSpacing)
+                    ypos.push((Math.sqrt(2)/2*dist)*elecSpacing)
+                    let am = Math.abs(a - m)*elecSpacing
+                    let bm = Math.abs(b - m)*elecSpacing
+                    let an = Math.abs(a - n)*elecSpacing
+                    let bn = Math.abs(a - n)*elecSpacing
+                    let K = (2*Math.PI)/((1/am)-(1/an)-(1/an)+(1/bn))
+                    app.push(df['rho'][i]*K)
+                }
+                console.log(app)
+                // update the trace and redraw the figure
+                trace['x'] = xpos
+                trace['y'] = ypos
+                trace['marker']['color'] = app
+                trace['marker']['cmax'] = document.getElementById('cmax').value
+                trace['marker']['cmin'] = document.getElementById('cmin').value
+                Plotly.redraw('gd')
+            }
+        }
+        let surveySelect = document.getElementById('surveySelect')
+
+        
+        // run RS check
+        function rsBtnFunc() {
+            sendCommand('{"command": "rsCheck"}', function (res) {
+                // update the bar plot
+                rsdata.push({
+                x: res['data']['AB'],
+                y: res['data']['res'],
+                name: 'RS',
+                type: 'bar'
+                })
+                Plotly.redraw('rs')
+            })
+        }
+        let rsBtn = document.getElementById('rsBtn')
+        rsBtn.addEventListener('click', rsBtnFunc)
+        
+        // clear RS graph
+        function rsClearBtnFunc() {
+            rsdata = []
+            Plotly.newPlot('rs', rsdata, rslayout)
+        }
+        let rsClearBtn = document.getElementById('rsClearBtn')
+        rsClearBtn.addEventListener('click', rsClearBtnFunc)
+        
+        // getData
+        function getData() {
+            sendCommand(JSON.stringify({
+                'command': 'getData',
+                'surveyNames': Object.keys(data).slice(0, -1)
+                // last survey is often partial so we download it again
+            }), function(ddic) {
+                // update status
+                output.innerHTML = 'Status: ' + ddic['status']
+
+                // update data dic with new data
+                data = { // destructuring assignement (magic! :o)
+                    ...data,
+                    ...ddic['data'] // value from second dic are preferred
+                }
+                
+                // dropdown with number of surveys and +++
+                let surveyNames = Object.keys(data).sort()
+
+                // remove listener as we will replace the choices
+                surveySelect.removeEventListener('change', surveySelectFunc)
+                surveySelect.innerHTML = ''  // clearing all child nodes
+
+                // add choices again
+                for (let surveyName of surveyNames) {
+                    let option = document.createElement('option')
+                    option.innerText = surveyName
+                    option.value = surveyName
+                    surveySelect.appendChild(option)
+                }
+
+                // listener again
+                surveySelect.addEventListener('change', surveySelectFunc)
+                
+                // plot last one by default
+                surveySelect.value = surveyNames[surveyNames.length - 1]
+                
+                // call the function directly
+                // (as progammatically chaging the value does not trigger the event)
+                surveySelectFunc({'target': surveySelect})
+
+                // update list of quadrupoles if any
+                let idiff = false
+                if (data[surveyNames[0]] != undefined) {
+                    idiff = quads.length != data[surveyNames[0]]['a'].length
+                } 
+                //console.log('idiff=', idiff, quads.length, data[surveyNames[0]]['a'].length)
+                if (((quads.length == 0) | idiff) & (data[surveyNames[0]] != undefined)){
+                    console.log('updating list of quadrupoles')
+                    quads = []
+                    let df = data[surveyNames[0]]
+                    let quadSelect = document.getElementById('quadSelect')
+                    quadSelect.innerHTML = ''
+                    for (let i = 0; i < df['a'].length; i++) {
+                        quad = [df['a'][i], df['b'][i], df['m'][i], df['n'][i]]
+                        quads.push(quad)
+                        let option = document.createElement('option')
+                        option.value = quad.join(', ')
+                        option.innerText = quad.join(', ')
+                        quadSelect.appendChild(option)
+                    }
+                    console.log('quads=', quads)
+                }
+
+                // update time-serie figure
+                if (squads.length > 0) {
+
+                    // transform all surveyNames to datetime
+                    let xt = []
+                    for (surveyName of surveyNames) {
+                        let a = surveyName.split('_').slice(-1)[0]
+                        xt.push(a.slice(0, 4) + '-' 
+                            + a.slice(4, 6) + '-' 
+                            + a.slice(6, 8) + ' '
+                            + a.slice(9, 11) + ':'
+                            + a.slice(11, 13) + ':'
+                            + a.slice(13, 15))
+                    }
+                    //console.log(xt)
+
+                    // create one new trace per selected quadrupole
+                    for (let k = 0; k < squads.length; k++) {
+                        squad = squads[k]
+                        let x = []
+                        let y = []
+                        for (let i = 0; i < surveyNames.length; i++) {
+                            df = data[surveyNames[i]]
+                            for (let j = 0; j < df['a'].length; j++) {
+                                if (df['a'][j] == squad[0]
+                                && df['b'][j] == squad[1]
+                                && df['m'][j] == squad[2]
+                                && df['n'][j] == squad[3]) {
+                                    y.push(df['rho'][j])
+                                    x.push(xt[i])
+                                    break
+                                }
+                            }
+                        }
+
+                        // update trace dictionnary
+                        tdata[k]['x'] = x
+                        tdata[k]['y'] = y
+                    }
+                    //console.log(tdata)
+                    Plotly.redraw('ts')
+                }
+            })
+        }
+        let getDataBtn = document.getElementById('getDataBtn')
+        getDataBtn.addEventListener('click', getData)
+        
+        // apply new colorscale
+        let capplyBtn = document.getElementById('capplyBtn')
+        capplyBtn.addEventListener('click', function() {
+            surveySelectFunc({'target': surveySelect})
+        })
+        
+        // checkbox interaction for data download
+        function dataRetrievalCheckFunc(x) {
+            if (x['target'].checked == true) {
+                interv = setInterval(getData, 1000) // every 1s
+            } else {
+                clearInterval(interv)
+            }             
+        }
+        let dataRetrievalCheck = document.getElementById('dataRetrievalCheck')
+        dataRetrievalCheck.addEventListener('change', dataRetrievalCheckFunc)
+			
+
+        // remove data
+        function removeDataBtnFunc() {
+            sendCommand('{"command": "removeData"}',function(x) {
+                data = {}
+                output.innerHTML = 'Status: ' + x['status'] + ' (all data cleared)'
+                console.log('all data removed')
+                initPlots() // reset all plots
+            })
+        }
+        let removeDataBtn = document.getElementById('removeDataBtn')
+        removeDataBtn.addEventListener('click', removeDataBtnFunc)
+
+        // shutdown Pi
+        function shutdownBtnFunc() {
+            sendCommand('{"command": "shutdown"}', function(x) {
+                console.log('shuting down...')
+            })
+        }
+        let shutdownBtn = document.getElementById('shutdownBtn')
+        shutdownBtn.addEventListener('click', shutdownBtnFunc)
+        
+        // restart Pi
+        function restartBtnFunc() {
+            sendCommand('{"command": "restart"}', function(x) {
+                console.log('rebooting...')
+            })
+        }
+        let restartBtn = document.getElementById('restartBtn')
+        restartBtn.addEventListener('click', restartBtnFunc)
+        
+        // invert data
+        // function invertBtnFunc() {
+        //     sendCommand('{"command": "invert"}', function(x) {
+        //         console.log('inversion results', x)
+        //     })
+        // }
+        // let invertBtn = document.getElementById('invertBtn')
+        // invertBtn.addEventListener('click', invertBtnFunc)
+
+        // download data
+        function downloadBtnFunc() {
+            sendCommand('{"command": "download"}', function(x) {
+                let dwl = document.getElementById('download')
+                dwl.setAttribute('href', serverUrl + '/data.zip')
+                dwl.setAttribute('download', 'data.zip')
+                dwl.click()
+            })
+        }
+        let downloadBtn = document.getElementById('downloadBtn')
+        downloadBtn.addEventListener('click', downloadBtnFunc)
+
+
+    </script>
+    
+    <!-- Boostrap scripts (at the end of the page for faster loading time)-->
+	<script src="js/bootstrap.bundle.min.js"></script>
+    <!-- <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js" integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf" crossorigin="anonymous"></script> -->
+</body>
+</html>
diff --git a/ohmpi.py b/ohmpi.py
index cbbb3fcd3fe3e3326a9a241fcf6c451ce3a1e63d..5046ccd69a1f5ab26de74f9637aae1fd500c4f9b 100644
--- a/ohmpi.py
+++ b/ohmpi.py
@@ -54,7 +54,7 @@ class OhmPi(object):
         sequence: 1, 2, 3, 4 is used.
     """
 
-    def __init__(self, config=None, sequence=None, mqtt=True, on_pi=None):
+    def __init__(self, config=None, sequence=None, mqtt=False, on_pi=None):
         # flags and attributes
         if on_pi is None:
             _, on_pi = OhmPi.get_platform()
@@ -562,12 +562,14 @@ class OhmPi(object):
             current = AnalogIn(self.ads_current, ads.P0).voltage / (50 * self.r_shunt)
             voltage = -AnalogIn(self.ads_voltage, ads.P0, ads.P1).voltage * 2.5
             resistance = voltage / current
+            print('I: {:>10.3f} mA, V: {:>10.3f} mV, R: {:>10.3f} Ohm'.format(
+                current*1000, voltage*1000, resistance))
             
             # compute resistance measured (= contact resistance)
             resist = abs(resistance / 1000)
             msg = 'Contact resistance {:s}: {:.3f} kOhm'.format(
                 str(quad), resist)
-            print(msg)
+            #print(msg)
             self.exec_logger.debug(msg)
             
             
@@ -729,6 +731,9 @@ print(current_time.strftime("%Y-%m-%d %H:%M:%S"))
 # for testing
 if __name__ == "__main__":
     ohmpi = OhmPi(config='ohmpi_param.json')
+    #ohmpi.measure()
+    ohmpi.read_quad('breadboard.txt')
+    ohmpi.rs_check()
     ohmpi.measure()
     time.sleep(4)
     ohmpi.stop()
diff --git a/run.sh b/run.sh
index 76b58dca433be66edff7bd1c39cb4323939ede9a..f0886f0aa8512771cecf32c7a5c4667f05e0e75c 100755
--- a/run.sh
+++ b/run.sh
@@ -1,2 +1,4 @@
+#!bin/bash
+
 source ./ohmpy/bin/activate
 python webserver.py
diff --git a/runOnStart.sh b/runOnStart.sh
deleted file mode 100755
index 801ecbaa9986b26597ce0e4facb98326cf3e5225..0000000000000000000000000000000000000000
--- a/runOnStart.sh
+++ /dev/null
@@ -1,2 +0,0 @@
-echo "# start OhmPi web interface" >> $HOME/.bashrc
-echo "(cd $HOME/OhmPi; ./run.sh)" >> $HOME/.bashrc
diff --git a/runOnStart.txt b/runOnStart.txt
new file mode 100755
index 0000000000000000000000000000000000000000..7485654252054b9fbff35fa403af4b7f4b494e98
--- /dev/null
+++ b/runOnStart.txt
@@ -0,0 +1,6 @@
+# to automatically start the webserver on start, you need to place the
+# following line just before the line with 'exit 0' in the /etc/rc.local.
+
+(cd /home/jkl/OhmPi; bash run.sh > startup.log) &
+
+
diff --git a/webserver.py b/webserver.py
index 8171a5a93a08b45a3b265488e4c334778d0cc98b..e573c07c884501cab945992b6c7a44f9a50961af 100644
--- a/webserver.py
+++ b/webserver.py
@@ -7,9 +7,9 @@ import threading
 import pandas as pd
 import shutil
 
-hostName = "raspberrypi.local" # works for AP-STA
+#hostName = "raspberrypi.local" # works for AP-STA
 #hostName = "192.168.50.1"  # fixed IP in AP-STA mode
-#hostName = "0.0.0.0"  # for AP mode (not AP-STA)
+hostName = "0.0.0.0"  # for AP mode (not AP-STA)
 serverPort = 8080
 
 # https://gist.github.com/MichaelCurrie/19394abc19abd0de4473b595c0e37a3a
@@ -17,7 +17,7 @@ serverPort = 8080
 with open('ohmpi_param.json') as json_file:
     pardict = json.load(json_file)
 
-ohmpi = OhmPi(pardict, sequence='breadboard.txt')
+ohmpi = OhmPi(pardict, sequence='dd.txt')
 #ohmpi = OhmPi(pardict, sequence='dd16s0no8.txt')