{"id":3083,"date":"2020-01-22T15:45:20","date_gmt":"2020-01-22T12:45:20","guid":{"rendered":"http:\/\/hqsoftwarelab.com\/?post_type=portfolio&#038;p=3083"},"modified":"2025-03-20T11:56:57","modified_gmt":"2025-03-20T08:56:57","slug":"iot-data-visualization-solution-for-sensor-based-smart-skin","status":"publish","type":"portfolio","link":"https:\/\/hqsoftwarelab.com\/portfolio\/iot-data-visualization-solution-for-sensor-based-smart-skin\/","title":{"rendered":"IoT: A Data Visualization Solution for Sensor-Based Smart Skin"},"content":{"rendered":"\n<section class=\"light-gray-bg section-padding-highlights\">\r\n      <div class=\"container container-small\">\r\n        <h2 class=\"h2\">Highlights <\/h2>\r\n        <p><\/p>\n<ul class=\"hq-list\">\n<li>Winning a customer a strategic enterprise client<\/li>\n<li>Visualizing data in near real-time<\/li>\n<li>Building diagrams and configuring interaction profiles<\/li>\n<li>Simplified tuning of smart skin and vivid demonstration of its capabilities<\/li>\n<li>Featuring brand new Microsoft Fluent Design<\/li>\n<\/ul>\n        <div class=\"row technologies-used\">\r\n          <div class=\"col\">\r\n            <div class=\"technologies-used__col\">\r\n              <p><span>Technologies Used:<\/span> .NET, Windows Presentation Foundation<\/p>\r\n            <\/div>\r\n          <\/div>\r\n          <div class=\"col-auto\">\r\n                          <div class=\"technologies-used__col\"><p><span>Methodology:<\/span> Agile<\/p><\/div>\r\n                        <\/div>\r\n        <\/div>\r\n      <\/div>\r\n    <\/section>\n\n<section class=\"section text-block\">\r\n      <div class=\"container container-small\">\r\n        <p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/02\/9-1.png\" alt=\"9 1 -\" title=\"\"><\/p>\n<h2>Customer<\/h2>\n<p>Based in Germany, the company is engaged in producing smart skin&mdash;a sensor-based flexible silicone layer that is easily stretched to take the necessary shape. The product is further used as a cover layer of any system that needs to be sensitive to touch and pressure of any strength (e.g., one can even apply a hammer against a sensor).<\/p>\n<p>At the moment, the customer offers two types of smart skin: one relying on projected capacitance and the other relying on the measurement of electrical transfer resistivity, both ensuring high touch interaction experience.<\/p>\n<style>\n    .portfolioSwiper-image {\n        object-fit: cover;\n        display: block;\n        margin-left: auto;\n        margin-right: auto;\n        \/*height: 100%;*\/\n    }\n    @media (max-width: 767px) {\n        .portfolioSwiper-image {\n            object-fit: cover;\n            display: block;\n            margin-left: auto;\n            margin-right: auto;\n            \/*height: 100%;*\/\n        }\n    }\n<\/style>\n<div class=\"swiper portfolioSwiper\" style=\"max-width: unset;\">\n    <div class=\"swiper-wrapper\">\n        <div class=\"swiper-slide\">\n            <div><img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/photo_2025-09-19_10-02-31.jpg\" alt=\"photo 2025 09 19 10 02 31 -\" title=\"\"><\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div class=\"sas\">\n                <img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/1_240827.jpg\" alt=\"1 240827 -\" title=\"\">\n            <\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div><img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/2_240724.jpg\" alt=\"2 240724 -\" title=\"\"><\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div><img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/3_240125.jpg\" alt=\"3 240125 -\" title=\"\"><\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div><img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/4_230616.jpg\" alt=\"4 230616 -\" title=\"\"><\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div><img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/5_220815.jpg\" alt=\"5 220815 -\" title=\"\"><\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div><img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/6_210625.jpg\" alt=\"6 210625 -\" title=\"\"><\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div><img decoding=\"async\" class=\"portfolioSwiper-image\" loading=\"eager\" src=\"\/wp-content\/themes\/hq\/images\/7_210618.jpg\" alt=\"7 210618 -\" title=\"\"><\/div>\n            <div class=\"swiper-slide-text\">\n            <\/div>\n        <\/div>\n    <\/div>\n    <div class=\"swiper-pagination\"><\/div>\n<\/div>\n<h2>Need<\/h2>\n<p>Underlying smart skin, a customer had an analog digitizer that turned impulses gathered by sensors into data and a controller that could be connected to a tablet or a laptop.<\/p>\n<p>Partnering with HQSoftware, the company wanted to develop a system that would visualize data gathered and configure interaction profiles&mdash;a sequence of manipulations with sensors (e.g., a hover, a click, etc.). On analyzing the sequence, the system decides if the action was completed or not. The main goal of the developed solution was to improve the tuning of smart skin and ensure vivid demonstration of its capabilities to potential clients.<\/p>\n<blockquote class=\"blockquote-bg\" style=\"background-image: url('\/wp-content\/themes\/hq\/images\/11.svg');color: white; background-repeat: no-repeat;background-size: cover;\">\n    <div class=\"row flex-column-reverse flex-md-row\">\n        <div class=\"col-md-4 mb-3\">\n            <p><img decoding=\"async\" style=\"max-width: 50%;\" src=\"\/wp-content\/themes\/hq\/images\/Vika%20Rokash-photoaidcom-cropped.png\" alt=\"Vika Rokash photoaidcom cropped -\" title=\"\"><\/p>\n        <\/div>\n        <div class=\"col-md-8 mb-4 mb-md-4 pl-md-5 d-flex flex-column justify-content-between\">\n            <div class=\"h3\">Looking for similar solutions or something unique to your needs?<\/div>\n            <p>Contact us today! We&rsquo;re happy to explore your needs!<\/p>\n        <\/div>\n    <\/div>\n    <div class=\"row\">\n        <div class=\"col-md-4\">\n            <p>\n                <strong>Victoria Rokash<\/strong><br>\n                Business Development Manager\n            <\/p>\n        <\/div>\n        <div class=\"col-md-8 d-flex align-items-end mt-4 mt-md-0 pl-md-5\">\n            <a class=\"btn btn-primary btn-view-all prototype-btn-text\" href=\"\/contact-us\/\">Get in touch<\/a>\n        <\/div>\n    <\/div>\n<\/blockquote>\n<h2>Challenges<\/h2>\n<p>Under the project, the team at HQSoftware had to address the following challenges:<\/p>\n<ul>\n<li>As data is recorded at a frequency of 80 hertz and tablets commonly have low-power processors and limited memory, the system should be able to visualize data in near real-time with no loss to precision.<\/li>\n<li>Meeting the customer requirement, the solution needed to feature&nbsp;<a href=\"https:\/\/www.windowscentral.com\/fluent-design-system\">Microsoft&rsquo;s Fluent Design System<\/a>&nbsp;as a design paradigm and its acrylic elements. However, this system was still under development and was due to be part of the upcoming Windows 10 release.<\/li>\n<\/ul>\n<h2>Solution<\/h2>\n<p>While choosing a technology behind data visualization and diagram building, engineers at HQSoftware compared several third-party libraries, including LiveCharts, SciChart, and Dynamic Data Display. The last library of the mentioned showed the best performance results and, therefore, joined the stack. In addition, specialists at HQSoftware detected bottlenecks of the Dynamic Data Display library and fixed them, thus achieving enhanced performance.<\/p>\n<p>To make it possible to visualize data in near real-time, our developers also enabled data reduction. Thus, the solution would build diagrams based on three out of five data samples received at a given time. Not affecting the precision due to the high frequency of samples, the approach allowed for significantly boosting performance on low-power devices.<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/02\/9-2.png\" alt=\"9 2 -\" title=\"\"><\/p>\n<p>Teamed up with a designer, specialists at HQSoftware delivered algorithms responsible for imitating the acrylic pattern\/effects of the new Microsoft&rsquo;s Fluent Design System.<\/p>\n<h2>Outcome<\/h2>\n<p>Partnering with HQSoftware, the customer delivered a data visualization solution that builds diagrams and configures interaction profiles based on data gathered from the company&rsquo;s smart skin product.<\/p>\n<p>The developed system makes it possible to better tune sensor-based skin and improves visual demonstration of its capabilities. With it, the customer was able to sign a contract with an enterprise that is eager to adopt smart skin technology.<\/p>\n<p>As part of further collaboration with HQSoftware, the customer plans to add new features, deliver support for devices that allow gathering\/processing data from hundreds of sensors, as well as exploit new types of sensors.<\/p>\n<p><strong>Read more about our&nbsp;<a href=\"\/solutions\/internet-of-things\/\">IoT services and solutions.<\/a><\/strong><\/p>\n      <\/div>\r\n    <\/section>\n\n\r\n<section class=\"section-news\">\r\n      <div class=\"container\">\r\n        <div class=\"section-top text-center\">\r\n          <h2 class=\"h2 section-title\">Check Out Other Works<\/h2>\r\n          <p>See How We Approach Business Objectives\r\n\r\n<\/p>\r\n        <\/div>\r\n        <div class=\"row section-news-row\">\r\n\r\n\r\n      <div class=\"col-md-4 section-news-item\">\r\n          <div class=\"section-news-item__inner \">\r\n              <a 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class=\"section-news-item__readmore hq-readmore icon-arrow-right-i\"><\/span>\r\n              <\/div>\r\n              <div class=\"h3 section-news-item__bottom\">Sensor-based Air Health Analyzer for Smart Homes<\/div>\r\n          <\/div>\r\n      <\/div>\r\n\r\n      \r\n      <div class=\"col-md-4 section-news-item\">\r\n          <div class=\"section-news-item__inner \">\r\n              <a href=\"https:\/\/hqsoftwarelab.com\/portfolio\/agriculture-iot-app-to-analyze-soil-composition-in-real-time\/\" class=\"section-news-item__link\"><\/a>\r\n              <div class=\"section-news-item__img\">\r\n                  <img decoding=\"async\" src=\"https:\/\/hqsoftwarelab.com\/wp-content\/uploads\/2020\/01\/Banner-IoT_-An-Agriculture-App-to-Analyze-Soil-Composition-in-Real-Time-353x235.png\" loading=\"lazy\" data-srcset=\"https:\/\/hqsoftwarelab.com\/wp-content\/uploads\/2020\/01\/Banner-IoT_-An-Agriculture-App-to-Analyze-Soil-Composition-in-Real-Time-726x482.png 2x\" alt=\"Banner IoT  An Agriculture App to Analyze Soil Composition in Real Time 353x235 -\" title=\"\">\r\n              <\/div>\r\n              <div class=\"section-news-item__top\">\r\n                  <div class=\"section-news-item__top-left\">\r\n                      <a href=\"https:\/\/hqsoftwarelab.com\/industry\/iot\/\" class=\"section-news-item__category\">Internet of Things<\/a>\r\n                  <\/div>\r\n                  <span class=\"section-news-item__readmore hq-readmore icon-arrow-right-i\"><\/span>\r\n              <\/div>\r\n              <div class=\"h3 section-news-item__bottom\">IoT: An Agriculture App to Analyze Soil Composition in Real Time<\/div>\r\n          <\/div>\r\n      <\/div>\r\n\r\n      \r\n      <div class=\"col-md-4 section-news-item\">\r\n          <div class=\"section-news-item__inner \">\r\n              <a href=\"https:\/\/hqsoftwarelab.com\/portfolio\/iot-remote-network-management-of-connected-devices\/\" class=\"section-news-item__link\"><\/a>\r\n          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Complete this form, and receive a free personalized proposal from your dedicated manager.<\/p>\r\n\r\n                            <div class=\"seo-block__image\">\r\n                    <img decoding=\"async\" src=\"https:\/\/hqsoftwarelab.com\/wp-content\/uploads\/2020\/01\/ava1@2.jpg\" loading=\"lazy\" data-srcset=\"https:\/\/hqsoftwarelab.com\/wp-content\/uploads\/2020\/01\/ava1@2.jpg 2x\" alt=\"ava1@2 -\" title=\"\">\r\n                <\/div>\r\n                <p class=\"seo-block__name\">Sergei Vardomatski<\/p>\r\n                <p class=\"seo-block__position\">Founder<\/p>\r\n            \r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n  <\/div>\r\n<\/section>\n\n\n","protected":false},"template":"","meta":{"_acf_changed":true},"industry":[10,71],"technologies_taxonomy":[83,114],"class_list":["post-3083","portfolio","type-portfolio","status-publish","hentry","industry-iot","industry-manufacturing","technologies_taxonomy-dot-net-development-services","technologies_taxonomy-windows-presentation-foundation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v26.7) - 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