Open AccessEnergy‐efficiency resource allocation for cognitive heterogeneous networks with imperfect channel state information
Author(s) -
Chen Jian,
Zhou Yuchen,
Kuo Yonghong
Publication year - 2016
Publication title -
iet communications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.355
H-Index - 62
eISSN - 1751-8636
pISSN - 1751-8628
DOI - 10.1049/iet-com.2015.0741
Subject(s) - computer science , cognitive radio , subcarrier , channel state information , heterogeneous network , resource allocation , computer network , probabilistic logic , quality of service , base station , channel (broadcasting) , efficient energy use , mathematical optimization , orthogonal frequency division multiplexing , wireless , wireless network , telecommunications , engineering , mathematics , artificial intelligence , electrical engineering
In this study, the authors focus on the downlink resource allocation to optimise energy‐efficiency (EE) of orthogonal frequency division multiplexing‐based cognitive heterogeneous network (HetNet), where network service providers operate multi‐radio access technologies. A more practical case is considered, in which imperfect channel state information (CSI) is available for wireless channels between secondary base stations and secondary users (SUs), primary users (PUs). Since imperfect CSI may result in outage in secondary networks and make collision occur in primary networks, a joint subcarrier and power allocation scheme for the cognitive HetNet is proposed to guarantee quality of service requirements for both SUs and PUs in probabilistic manners. Then the probabilistic EE optimisation scheme is approximated into a deterministic convex form, and the optimal solutions for the scheme are derived by double‐loop iteration method. Afterwards, the authors develop a low‐complexity algorithm in the presence of imperfect CSI with a small reduction of system performance. Simulation results are provided to show the impact of channel estimation error on the EE optimisation problem and to highlight the performance improvement from considering channel estimation error in the joint subcarrier and power allocation scheme for the cognitive HetNet system.