{"id":1164,"date":"2024-09-04T11:11:42","date_gmt":"2024-09-04T05:41:42","guid":{"rendered":"https:\/\/ece.iisc.ac.in\/hari\/?page_id=1164"},"modified":"2024-09-30T13:17:50","modified_gmt":"2024-09-30T07:47:50","slug":"research-teachings","status":"publish","type":"page","link":"https:\/\/ece.iisc.ac.in\/hari\/research-teachings\/","title":{"rendered":"Research"},"content":{"rendered":"\n
\"\"<\/a><\/figure>\n\n\n\n

Signal Processing, Machine Learning, Deep learning with applications to<\/p>\n\n\n\n

    \n
  1. 5G Wireless Systems<\/strong>\n
      \n
    • Dual-Function Radar and Communication System (DFRC) Design in collaboration with University of Bordeaux, France<\/li>\n\n\n\n
    • Cell-Free Massive MIMO Systems in collaboration with KTH-Royal Institute of Technology, Stockholm<\/li>\n\n\n\n
    • Millimetre-wave MIMO Transceiver design in collaboration with Weizmann Institute, Israel<\/li>\n\n\n\n
    • Dictionary Learning Techniques for Channel Estimation in collaboration with University of Southampton<\/li>\n<\/ul>\n<\/li>\n\n\n\n
    • Radar Systems<\/strong>\n
        \n
      • Drone detection Radar – Building a radar prototype for detecting drones<\/li>\n<\/ul>\n<\/li>\n\n\n\n
      • Autonomous Navigation<\/strong>\n
          \n
        • National dataset creation for Indian road conditions in collaboration with WIPRO<\/li>\n\n\n\n
        • Deep Neural Networks for Collision avoidance in trucks operating in an open-cast mine in collaboration with VOLVO<\/li>\n<\/ul>\n<\/li>\n\n\n\n
        • MRI Signal Processing<\/strong>\n
            \n
          • Reducing readout time in an MRI machine using novel k<\/em>-space trajectory designs<\/li>\n\n\n\n
          • Design of affordable and portable MRI machines in collaboration with TU Delft<\/li>\n<\/ul>\n<\/li>\n\n\n\n
          • Health Care<\/strong>\n
              \n
            • AI\/ML techniques for predicting patient\u2019s state in an Intensive Care Unit of a hospital in collaboration with CMC Vellore.<\/li>\n\n\n\n
            • Deep Learning Techniques for estimation of Cardiac parameters using Echocardiograms in collaboration with Sri Jayadeva Institute of Cardiovascular Sciences (SJICS), Bangalore<\/li>\n<\/ul>\n<\/li>\n\n\n\n
            • Neuroscience<\/strong>\n
                \n
              • Understanding reading in the human brain in collaboration with IISc colleagues<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n

                Indigenous Insulin Pump – <\/strong>Development of an indigenous Continuous Glucose Monitoring and Control system in collaboration with<\/p>\n\n\n\n

                  \n
                • IISc Colleagues<\/li>\n\n\n\n
                • Ramaiah Hospital, Bangalore<\/li>\n<\/ul>\n\n\n\n

                  Assistive Technologies for the Elderly<\/strong> – Building a chair for the elderly in collaboration with IISc Colleagues<\/p>\n\n\n\n

                  \n","protected":false},"excerpt":{"rendered":"

                  Signal Processing, Machine Learning, Deep learning with applications to Indigenous Insulin Pump – Development of an indigenous Continuous Glucose Monitoring and Control system in collaboration with Assistive Technologies for the Elderly – Building a chair for the elderly in collaboration with IISc Colleagues<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/pages\/1164"}],"collection":[{"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/comments?post=1164"}],"version-history":[{"count":4,"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/pages\/1164\/revisions"}],"predecessor-version":[{"id":1314,"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/pages\/1164\/revisions\/1314"}],"wp:attachment":[{"href":"https:\/\/ece.iisc.ac.in\/hari\/wp-json\/wp\/v2\/media?parent=1164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}