TY - JOUR
T1 - An Energy-Efficient Decoupled Access Scheme for Cellular-Enabled UAV Communication Systems
AU - Shi, Yao
AU - Alsusa, Emad
AU - Baidas, Mohammed W.
PY - 2021/1/22
Y1 - 2021/1/22
N2 - This paper proposes a decoupled access scheme with enhanced energy-efficiency (EE) for cellular networks serving a mix of randomly distributed ground and areal users. While unmanned aerial vehicles (UAVs) benefit from line-of-sight dominant channels with their serving base-stations (BSs), their omnidirectional antennas could cause high interference to ground users (GUEs). To overcome this, a downlink (DL) and uplink (UL) decoupled (DUDe) access scheme is proposed in which the UAVs' control and non-payload communication links are separated from the high-capacity data links by connecting to different BSs and transmitting over different frequency bands in the UL and DL directions. The GUE-BS channels are also decoupled in tandem to minimize interference. Moreover, as battery life is a major constraint for UL transmissions, an optimal low-complexity power allocation algorithm---based on fractional programming and successive convex approximation---is proposed for optimizing the EE of this DUDe scheme. Our numerical results demonstrate that the proposed scheme can achieve several times higher sum-rates in both UL and DL directions than its coupled benchmark counterparts. Moreover, it will be shown that in addition to improving the GUE sum-rate by 15\%, the devised power allocation algorithm achieves twice higher GUE EE than conventional fractional power control.
AB - This paper proposes a decoupled access scheme with enhanced energy-efficiency (EE) for cellular networks serving a mix of randomly distributed ground and areal users. While unmanned aerial vehicles (UAVs) benefit from line-of-sight dominant channels with their serving base-stations (BSs), their omnidirectional antennas could cause high interference to ground users (GUEs). To overcome this, a downlink (DL) and uplink (UL) decoupled (DUDe) access scheme is proposed in which the UAVs' control and non-payload communication links are separated from the high-capacity data links by connecting to different BSs and transmitting over different frequency bands in the UL and DL directions. The GUE-BS channels are also decoupled in tandem to minimize interference. Moreover, as battery life is a major constraint for UL transmissions, an optimal low-complexity power allocation algorithm---based on fractional programming and successive convex approximation---is proposed for optimizing the EE of this DUDe scheme. Our numerical results demonstrate that the proposed scheme can achieve several times higher sum-rates in both UL and DL directions than its coupled benchmark counterparts. Moreover, it will be shown that in addition to improving the GUE sum-rate by 15\%, the devised power allocation algorithm achieves twice higher GUE EE than conventional fractional power control.
KW - Cellular-enabled UAV communication
KW - downlink and uplink decoupling
KW - millimeter wave
KW - fractional programming
U2 - 10.1109/JSYST.2020.3046689
DO - 10.1109/JSYST.2020.3046689
M3 - Article
SN - 1932-8184
JO - IEEE Systems Journal
JF - IEEE Systems Journal
ER -