Field Evaluation of a Softwarized Modem from the Perspective of 5G Cell Search
  • Lim, Dawoon
  • Jeong, Subin
  • Kim, Bitna
  • Lee, Yelan
  • Shin, Hye Jin
  • ... Kim, Juyeop
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초록

Modem softwarization, where baseband signals are fully processed using software on a general-purpose CPU, is a promising technology in mobile communications due to its simplicity and flexibility in realizing various features. On the other hand, many still question the effectiveness of a softwarized modem in commercial environments concerning performance and complexity. Motivated by this perspective, this paper presents the design and implementation of a softwarized modem with the specific feature of 5G cell search for field evaluation. Based on the baseline algorithms of 5G cell search in Open Air Interface (OAI), we propose a new software architecture which can efficiently manage a 5G cell search procedure and decompose the overall 5G cell search into sub-algorithms. We also design and implement novel sub-algorithms that enhance the detection of Synchronization Signal Blocks (SSBs). Our softwarized modem utilizes dual-rate sampling to significantly reduce computation complexity during timing offset estimation. It also adaptively detects synchronization signals or cell identities based on the presence of inter-cell interference or multi-path fading. The performance evaluation through field experiments concludes that our softwarized modem outperforms the baseline, and the proposed sub-algorithms are effective in enhancing cell search performance. The detection probability and time consumption results for our softwarized modem confirm that it is feasible for commercial uses.

키워드

5Gcell searchfield evaluationsoftwarized modemsynchronizationSAMPLING FREQUENCY OFFSETSBEAM SELECTIONMMWAVE BEAMOFDMSYNCHRONIZATIONCARRIERALGORITHMSCHALLENGESESTIMATORPREAMBLE
제목
Field Evaluation of a Softwarized Modem from the Perspective of 5G Cell Search
저자
Lim, DawoonJeong, SubinKim, BitnaLee, YelanShin, Hye JinKim, Juyeop
DOI
10.1109/TMC.2025.3526753
발행일
2025-06
유형
Article
저널명
IEEE Transactions on Mobile Computing
24
6
페이지
4987 ~ 5002