TY - GEN
T1 - Are the Data Rates Predicted by the Analytic Analysis of Receivers with Low Resolution ADCs Achievable?
AU - Roth, Kilian
AU - Pirzadeh, Hessam
AU - Lee Swindlehurst, A.
AU - Nossek, Josef A.
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/8/20
Y1 - 2018/8/20
N2 - Leveraging the available millimeter wave spectrum will be important for 5G. In this work, we compare an information theory based analytic result for the achievable rate of digital beamforming systems using low resolution Analog-to-Digital-Converters (ADCs), to a link-level simulation of the same system. For both evaluation methods we include imperfect channel knowledge at the receiver and the effects of the ADC in a wideband multi-user uplink scenario. For the system we choose a configuration defined by 3GPP New Radio (5G). Our results show a performance gap between the two systems, which is comparable to other evaluations of this kind for systems like LTE (4G). In the low-to-medium SNR regime from-20 to 0 dB there is a constant difference of about 4 dB between the two evaluation methods. However, due to a number of effects not modeled in the achievable rate analysis the maximum spectral efficiency saturates at a significantly lower value.
AB - Leveraging the available millimeter wave spectrum will be important for 5G. In this work, we compare an information theory based analytic result for the achievable rate of digital beamforming systems using low resolution Analog-to-Digital-Converters (ADCs), to a link-level simulation of the same system. For both evaluation methods we include imperfect channel knowledge at the receiver and the effects of the ADC in a wideband multi-user uplink scenario. For the system we choose a configuration defined by 3GPP New Radio (5G). Our results show a performance gap between the two systems, which is comparable to other evaluations of this kind for systems like LTE (4G). In the low-to-medium SNR regime from-20 to 0 dB there is a constant difference of about 4 dB between the two evaluation methods. However, due to a number of effects not modeled in the achievable rate analysis the maximum spectral efficiency saturates at a significantly lower value.
KW - MIMO equalization
KW - low resolution ADC
KW - millimeter wave
KW - wireless communication
UR - http://www.scopus.com/inward/record.url?scp=85053499763&partnerID=8YFLogxK
U2 - 10.1109/EuCNC.2018.8443211
DO - 10.1109/EuCNC.2018.8443211
M3 - Conference contribution
AN - SCOPUS:85053499763
SN - 9781538614785
T3 - 2018 European Conference on Networks and Communications, EuCNC 2018
SP - 378
EP - 382
BT - 2018 European Conference on Networks and Communications, EuCNC 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 European Conference on Networks and Communications, EuCNC 2018
Y2 - 18 June 2018 through 21 June 2018
ER -