Network Deployment for Maximal Energy Efficiency in Uplink with Zero-Forcing
2017 (English)In: 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), 2017Conference paper, Published paper (Refereed)
Abstract [en]
This work aims to design a cellular network for maximal energy efficiency (EE). In particular, we consider the uplink with multi-antenna base stations and assume that zero-forcing (ZF) combining is used for data detection with imperfect channel state information. Using stochastic geometry and a new lower bound on the average per-user spectral efficiency of the network, we optimize the pilot reuse factor, number of antennas and users per base station. Closed-form expressions are computed from which valuable insights into the interplay between the optimization variables, hardware characteristics, and propagation environment are obtained. Numerical results are used to validate the analysis and make comparisons with a network using maximum ratio (MR) combining. The results show that a Massive MIMO setup arises as the EE-optimal network configuration. In addition, ZF provides higher EE than MR while allowing a smaller pilot reuse factor and a more dense network deployment.
Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2017.
Series
IEEE Global Communications Conference, ISSN 2334-0983
National Category
Signal Processing Telecommunications
Identifiers
URN: urn:nbn:se:kth:diva-295912DOI: 10.1109/GLOCOM.2017.8254572ISI: 000428054303004Scopus ID: 2-s2.0-85034636591OAI: oai:DiVA.org:kth-295912DiVA, id: diva2:1664604
Conference
IEEE Global Telecommunications Conference (GLOBECOM), DEC 04-08, 2017, YourSingapore, Singapore, Singapore
Note
QC 20220616
Part of proceedings: ISBN 978-1-5090-5019-2
2022-06-032022-06-032022-06-25Bibliographically approved