Range-based Radar Model Structure Selection

Andreas Jansson, Filip Elvander, Peter Almers, Andreas Jakobsson

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference article in proceedingsScientificvertaisarvioitu

Abstrakti

In this work, we study under which circumstances it is appropriate to use simplified models for range determination using radar. Typically, pulsed radar systems result in the backscattered, demodulated, and matched signal having a chirp signal structure, with the frequency rate being related to the range to the reflecting target and the relative velocity of the transmitter and reflector. Far from the target, and at low relative velocities, one may achieve preferable location estimates by neglecting the frequency rate, treating the received signal as being purely sinusoidal, whereas at close range, neglecting the frequency rate notably reduces the achievable performance. Using misspecified estimation theory, we derive a lower bound of the achievable performance when neglecting the true signal structure, and show at which ranges one model is preferable to the other. Numerical results from a mm-wave radar system illustrate the results.
AlkuperäiskieliEnglanti
Otsikko2020 28th European Signal Processing Conference (EUSIPCO)
KustantajaIEEE
Sivut2269-2273
Sivumäärä5
ISBN (elektroninen)978-9-0827-9705-3
ISBN (painettu)978-1-7281-5001-7
DOI - pysyväislinkit
TilaJulkaistu - 21 tammik. 2021
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaEuropean Signal Processing Conference - Virtual, Online, Amsterdam, Alankomaat
Kesto: 18 tammik. 202122 tammik. 2021
Konferenssinumero: 28

Julkaisusarja

NimiEuropean Signal Processing Conference
ISSN (painettu)2219-5491
ISSN (elektroninen)2076-1465

Conference

ConferenceEuropean Signal Processing Conference
LyhennettäEUSIPCO
Maa/AlueAlankomaat
KaupunkiAmsterdam
Ajanjakso18/01/202122/01/2021

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