상세정보
학술지
On the Capacity Regions of Cloud Radio Access Networks With Limited Orthogonal Fronthaul
- 저자
- Shouvik Ganguly, 홍승은, 김영한
- 발행일
- 202105
- 출처
- IEEE Transactions on Information Theory, v.67 no.5, pp.2958-2988
- ISSN
- 0018-9448
- 출판사
- IEEE
- 협약과제
- 21HH1100, [통합과제] 5G NR 기반 지능형 오픈 스몰셀 기술 개발, 나지현
- 초록
- Uplink and downlink cloud radio access networks are modeled as two-hop ${K}$ -user ${L}$ -relay networks, whereby small base-stations act as relays for end-to-end communications and are connected to a central processor via orthogonal fronthaul links of finite capacities. Simplified versions of network compress-forward (or noisy network coding) and distributed decode-forward are presented to establish inner bounds on the capacity region for uplink and downlink communications, that match the respective cutset bounds to within a finite gap independent of the channel gains and signal to noise ratios. These approximate capacity regions are then compared with the capacity regions for networks with no capacity limit on the fronthaul. Although it takes infinite fronthaul link capacities to achieve these 'fronthaul-unlimited' capacity regions exactly, these capacity regions can be approached approximately with finite-capacity fronthaul. The total fronthaul link capacities required to approach the fronthaul-unlimited sum-rates (for uplink and downlink) are characterized. Based on these results, the capacity scaling law in the large network size limit is established under certain uplink and downlink network models, both theoretically and via simulations.
- KSP 제안 키워드
- Approximate capacity, Capacity limit, Cloud radio, Cloud-RAN(C-RAN), Decode and forward, End to End(E2E), Large network, Network model, Noisy network coding, Radio Access Network, Scaling law