TY - GEN
T1 - Multi-Frequency Upper Mid-Band Localization
AU - Raviv, Tomer
AU - Kang, Seongjoon
AU - Mezzavilla, Marco
AU - Rangan, Sundeep
AU - Shlezinger, Nir
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024/1/1
Y1 - 2024/1/1
N2 - The upper mid-band, often referred to as FR3, embodies an attractive balance of coverage and spectrum availability. As such, it is envisioned to be a pivotal band for future wireless communication, whose unique characteristics also offer enticing opportunities for RF localization. In this context, the lower FR3 band provides great range but limited resolution due to smaller bandwidth and antenna array size; conversely, higher FR3 frequencies are limited in range due to pronounced path loss attenuation, but offer wider bandwidth and larger antenna counts, which result in greater resolution. This paper explores user localization in an uplink scenario, leveraging multiple sub-bands within FR3 to reduce the localization root mean squared error (RMSE) as compared to localization performed using a single sub-band. We introduce a novel FR3 beamformer that capitalizes on the different analog front-ends and spectral behavior associated with each sub-band. The efficiency of our scheme is evaluated for localization in a challenging urban scenario depicting the heavily clustered NYC Herald Square.
AB - The upper mid-band, often referred to as FR3, embodies an attractive balance of coverage and spectrum availability. As such, it is envisioned to be a pivotal band for future wireless communication, whose unique characteristics also offer enticing opportunities for RF localization. In this context, the lower FR3 band provides great range but limited resolution due to smaller bandwidth and antenna array size; conversely, higher FR3 frequencies are limited in range due to pronounced path loss attenuation, but offer wider bandwidth and larger antenna counts, which result in greater resolution. This paper explores user localization in an uplink scenario, leveraging multiple sub-bands within FR3 to reduce the localization root mean squared error (RMSE) as compared to localization performed using a single sub-band. We introduce a novel FR3 beamformer that capitalizes on the different analog front-ends and spectral behavior associated with each sub-band. The efficiency of our scheme is evaluated for localization in a challenging urban scenario depicting the heavily clustered NYC Herald Square.
KW - FR3
KW - RF Localization
KW - Upper Mid-Band
UR - http://www.scopus.com/inward/record.url?scp=85207090417&partnerID=8YFLogxK
U2 - 10.1109/SPAWC60668.2024.10694061
DO - 10.1109/SPAWC60668.2024.10694061
M3 - Conference contribution
AN - SCOPUS:85207090417
T3 - IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
SP - 736
EP - 740
BT - 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024
PB - Institute of Electrical and Electronics Engineers
T2 - 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024
Y2 - 10 September 2024 through 13 September 2024
ER -