Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks
Location awareness of non-collaborative targets within 5G and beyond systems is becoming ever more prominent. This paper presents a passive, hardware-agnostic multiple target tracking (MTT) system that addresses the shortcomings in current wireless position technology and is capable of seamlessly in...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2022
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| Online Access: | https://hdl.handle.net/1721.1/138974 |
| _version_ | 1826199508012236800 |
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| author | Denove, ENS George Thomas |
| author2 | Win, Moe Z. |
| author_facet | Win, Moe Z. Denove, ENS George Thomas |
| author_sort | Denove, ENS George Thomas |
| collection | MIT |
| description | Location awareness of non-collaborative targets within 5G and beyond systems is becoming ever more prominent. This paper presents a passive, hardware-agnostic multiple target tracking (MTT) system that addresses the shortcomings in current wireless position technology and is capable of seamlessly integrating with millimeter-wave (mmWave) communication infrastructure. The developed system is a radar sensor network (RSN) composed of distributed low-cost mmWave devices, which are designed to simultaneously transmit and receive for improved network throughput. We develop Doppler compensation and signal decoding algorithms integral to properly resolving target position information through multistatic sensing channels. Results indicate our system’s advancements achieve performance improvements over existing systems in non-collaborative target detection and MTT in harsh wireless environments. |
| first_indexed | 2024-09-23T11:21:03Z |
| format | Thesis |
| id | mit-1721.1/138974 |
| institution | Massachusetts Institute of Technology |
| last_indexed | 2024-09-23T11:21:03Z |
| publishDate | 2022 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/1389742022-01-15T03:42:12Z Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks Denove, ENS George Thomas Win, Moe Z. Dehnie, Sintayehu A. Massachusetts Institute of Technology. Department of Aeronautics and Astronautics Location awareness of non-collaborative targets within 5G and beyond systems is becoming ever more prominent. This paper presents a passive, hardware-agnostic multiple target tracking (MTT) system that addresses the shortcomings in current wireless position technology and is capable of seamlessly integrating with millimeter-wave (mmWave) communication infrastructure. The developed system is a radar sensor network (RSN) composed of distributed low-cost mmWave devices, which are designed to simultaneously transmit and receive for improved network throughput. We develop Doppler compensation and signal decoding algorithms integral to properly resolving target position information through multistatic sensing channels. Results indicate our system’s advancements achieve performance improvements over existing systems in non-collaborative target detection and MTT in harsh wireless environments. S.M. 2022-01-14T14:42:08Z 2022-01-14T14:42:08Z 2021-06 2021-06-16T13:26:24.493Z Thesis https://hdl.handle.net/1721.1/138974 0000-0003-0308-8602 In Copyright - Educational Use Permitted Copyright retained by author(s) https://rightsstatements.org/page/InC-EDU/1.0/ application/pdf Massachusetts Institute of Technology |
| spellingShingle | Denove, ENS George Thomas Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks |
| title | Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks |
| title_full | Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks |
| title_fullStr | Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks |
| title_full_unstemmed | Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks |
| title_short | Multiple Target Tracking in Experimental Multistatic MIMO mmWave Radar Sensor Networks |
| title_sort | multiple target tracking in experimental multistatic mimo mmwave radar sensor networks |
| url | https://hdl.handle.net/1721.1/138974 |
| work_keys_str_mv | AT denoveensgeorgethomas multipletargettrackinginexperimentalmultistaticmimommwaveradarsensornetworks |