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IEEE ITS Talk
IEEE Information Theory Society (ITS) Bangalore Chapter in association with IEEE Bangalore Section is organizing Webinar titled "Role of Machine Learning in Autonomous Mobility: Sensor Perception" on 29th Nov 2023 06:00 PM IST
Hosted by IEEE Bangalore Section
Google Meet link: https://lnkd.in/g-xkATpV
Wednesday, 29th Nov 2023 06:00 PM (IST)
Talk at National Institute of Technology, Karnataka (NIT-K)
SAE-NITK invites you to a keynote talk on "Enhancing Sensing Capabilities of Autonomous Vehicles: A Machine Learning Perspective."
Details: Date: December 8th Time:4 PM
- Location:ECE Department , Seminar Hall
Gain profound knowledge on revolutionizing autonomous vehicle sensing through the lens of machine learning.
Talk at Indian Institute of Science Bangalore (IISc)
Technical talk at iisc Bangalore in the closure meeting of Indo Norwegian collaboration in Autonomous Cyber Physical Systems incaps meeting. The talk is on ''Role of machine learning in autonomous mobility: sensor perception'' on Dec 15, 2023, at CDS Room no. 102 in iisc Bangalore.
Talk covers the ML role in sensor perception targteting to autonomous mobility.
Talk in National Institute of Technology , Goa (NIT-G)
Talk on ''Anti-Drone System: Sensors, Algorithms, and Challenges'' in 1st Indo-Norway Workshop on Smart Sensing, Communication and Control Systems for Industrial Applications (IN-SCOCOS) On 19th February 2024 held at Department of Applied Sciences National Institute of Technology Goa Cuncolim, Goa, India.
Research Interests
Research Interests
Automotive Sensors and Systems
We use different automotive sensors (Radar, Lidar, GPS, ultrasonic, RF-ID, vision and thermal Cameras), and system functionalities (adaptive cruise control (ACC), emergency brake assistance (EBA), lane-keeping assist (LKA), traffic jam assist (TJA), forward collision warning (FCW) and self-parking)
GNSS Spoofing and Anti-Spoofing Algorithms
Develop algorithms to achieve stealthy GNSS spoofing for single as well as multiple GNSS receivers. Similarly, develop detection and mitigation algorithms for various intentional interferences (Jamming, Spoofing, and Meaconing)
Estimation, Target Tracking and Fusion
Expertise in bias estimation, likelihood, aposterior, filtering, data association, track management etc. In addition, able to perform distributed, centralized, and decentralized fusion for both hetro and homo sensors.
Radar and Communication Co-existence
We deal with different problems related to bandwidth, channel capacity, quantization, channel coding, waveform designing aspects in Joint radar-communication.
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