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Radar Sensing with OTFS: Embracing ISI and ICI to Surpass the Ambiguity Barrier
- Source :
- 2021 IEEE International Conference on Communications Workshops (ICC Workshops), ICC Workshops, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021-Proceedings
- Publication Year :
- 2021
- Publisher :
- arXiv, 2021.
-
Abstract
- Orthogonal time frequency space (OTFS) is a promising alternative to orthogonal frequency division multiplexing (OFDM) in high-mobility beyond 5G communications. In this paper, we consider the problem of radar sensing with OTFS joint radar-communications waveform and derive a novel OTFS radar signal model by explicitly taking into account the intersymbol interference (ISI) and inter-carrier interference (ICI) effects. On the basis of the new model, we show how ISI and ICI phenomena can be turned into an advantage to surpass the maximum unambiguous detection limits in range and velocity, arising in existing OFDM and OTFS radar systems. Moreover, we design a generalized likelihood ratio test based detector/estimator that can embrace ISI and ICI effects. Simulation results illustrate the potential of embracing ISI/ICI and demonstrate its superior detection and estimation performance over conventional baselines.<br />Comment: Accepted to ICC 2021, Workshop on OTFS for 6G and Future High-Mobility Communications
- Subjects :
- Signal Processing (eess.SP)
Computer science
Orthogonal frequency-division multiplexing
inter-carrier interference
Detector
joint radar-communications
Estimator
Control Engineering
OTFS, OFDM, joint radar-communications, inter-symbol interference, inter-carrier interference
OTFS
Interference (wave propagation)
law.invention
Time–frequency analysis
inter-symbol interference
law
Likelihood-ratio test
Signal Processing
FOS: Electrical engineering, electronic engineering, information engineering
Waveform
Radar
Electrical Engineering and Systems Science - Signal Processing
Probability Theory and Statistics
Algorithm
OFDM
Subjects
Details
- ISBN :
- 978-1-72819-441-7
- ISBNs :
- 9781728194417
- Database :
- OpenAIRE
- Journal :
- 2021 IEEE International Conference on Communications Workshops (ICC Workshops), ICC Workshops, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021-Proceedings
- Accession number :
- edsair.doi.dedup.....0d7a3309ae171eea98f03d3c44cba55c
- Full Text :
- https://doi.org/10.48550/arxiv.2103.16162