Beamforming and opportunistic fair scheduling for 5G wireless communication systems
A method for implementing opportunistic user scheduling under long-term and short-term resource fairness constraints is presented. The method includes enabling a base station to communicate with a plurality mobile devices handled by a plurality of users within a single-cell wireless communication network, deriving a feasible region of resource block (RB) fairness vectors by enabling an opportunistic scheduler to select active users from the plurality of users at each RB, implementing an optimal user scheduling strategy to maximize system utility by optimizing, via the opportunistic scheduler, transmit power and user mode selection, wherein the optimal user scheduling strategy includes a threshold-based strategy (TBS) phase and a compensation phase, and employing a short-term resource fair scheduling strategy satisfying user resource demands over a finite window-length.
1. A method for implementing opportunistic user scheduling under long-term and short-term resource fairness constraints, the method comprising:
enabling a base station to communicate with a plurality mobile devices handled by a plurality of users within a single-cell wireless communication network;
deriving a feasible region of resource block (RB) fairness vectors by enabling an opportunistic scheduler to select active users from the plurality of users at each RB;
implementing an optimal user scheduling strategy to maximize system utility by optimizing, via the opportunistic scheduler, transmit power and user mode selection, wherein the optimal user scheduling strategy includes a threshold-based strategy (TBS) phase and a compensation phase, a communication mode for each RB includes scheduling a single user of the plurality of users in full duplex (FD) mode, and a utility for the single user is:
R i,i,t =C (SINR i,i,t FD-SIM,UL )+ C (SINR i,i,t FD-SIM,DL )
where C(⋅) is a truncated Shannon rate, SINR i,i,t FD-SIM,UL is a signal to noise plus interference ratio for FD with self-interference mitigation in the uplink direction, and SINR i,i,t FD-SIM,UL it is a signal to noise plus interference ratio for FD with self-interference mitigation in the downlink direction, for the user i in time slot RB t; and
employing a short-term resource fair scheduling strategy satisfying user resource demands over a finite window-length.
2. The method of claim 1 , wherein the short-term resource fair scheduling strategy is asymptotically optimal and achieves an average system utility as the window-length is increased.
3. The method of claim 1 , wherein a user communication mode for each RB includes scheduling a single user of the plurality of users in a downlink (DL) communication.
4. The method of claim 1 , wherein a user communication mode for each RB includes scheduling a single user of the plurality of users in an uplink (UL) communication.
5. The method of claim 4 , wherein a user communication mode for each RB includes scheduling a user of the plurality of users in an UL communication and another user of the plurality of users in a DL communication by treating inter-user-interference (IUI) as noise.
6. The method of claim 1 , wherein a user communication mode for each RB includes scheduling a pair of users of the plurality of users in an UL and DL communication by using successive interference cancellation (SIC).
7. A non-transitory computer-readable storage medium comprising a computer-readable program for implementing opportunistic user scheduling under long-term and short-term resource fairness constraints, wherein the computer-readable program when executed on a computer causes the computer to perform the steps of:
enabling a base station to communicate with a plurality mobile devices handled by a plurality of users within a single-cell wireless communication network;
deriving a feasible region of resource block (RB) fairness vectors by enabling an opportunistic scheduler to select active users from the plurality of users at each RB;
implementing an optimal user scheduling strategy to maximize system utility by optimizing, via the opportunistic scheduler, transmit power and user mode selection, wherein the optimal user scheduling strategy includes a threshold-based strategy (TBS) phase and a compensation phase, a communication mode for each RB includes scheduling a single user of the plurality of users in full duplex (FD) mode, and a utility for the single user is;
R i,i,t =C (SINR i,i,t FD-SIM,UL )+ C (SINR i,i,t FD-SIM,DL )
where C(⋅) is a truncated Shannon rate, SINR i,i,t FD-SIM,UL is a signal to noise plus interference ratio for FD with self-interference mitigation in the uplink direction, and SINR i,i,t FD-SIM,UL is a signal to noise plus interference ratio for FD with self-interference mitigation in the downlink direction, for the user i in time slot t; and
employing a short-term resource fair scheduling strategy satisfying user resource demands over a finite window-length.
8. The non-transitory computer-readable storage medium of claim 7 , wherein the short-term resource fair scheduling strategy is asymptotically optimal and achieves an average system utility as the window-length is increased.
9. The non-transitory computer-readable storage medium of claim 7 , wherein a user communication mode for each RB includes scheduling a single user of the plurality of users in a downlink (DL) communication.
10. The non-transitory computer-readable storage medium of claim 7 , wherein a user communication mode for each RB includes scheduling a single user of the plurality of users in an uplink (UL) communication.
11. The non-transitory computer-readable storage medium of claim 10 , wherein a user communication mode for each RB includes scheduling a user of the plurality of users in an UL communication and another user of the plurality of users in a DL communication by treating inter-user-interference (IUI) as noise.
12. The non-transitory computer-readable storage medium of claim 7 , wherein a user communication mode for each RB includes scheduling a pair of users of the plurality of users in an UL and DL communication by using successive interference cancellation (SIC).
13. A system for implementing opportunistic user scheduling under long-term and short-term resource fairness constraints, the system comprising:
a memory; and
one or more processors in communication with the memory configured to:
enable a base station to communicate with a plurality mobile devices handled by a plurality of users within a single-cell wireless communication network;
derive a feasible region of resource block (RB) fairness vectors by enabling an opportunistic scheduler to select active users from the plurality of users at each RB;
implement an optimal user scheduling strategy to maximize system utility by optimizing, via the opportunistic scheduler, transmit power and user mode selection, wherein the optimal user scheduling strategy includes a threshold-based strategy (TBS) phase and a compensation phase, a communication mode for each RB includes scheduling a single user of the plurality of users in full duplex (FD) mode, and a utility for the single user is;
R i,i,t =C (SINR i,i,t FD-SIM,UL )+ C (SINR i,i,t FD-SIM,DL )
where C(⋅) is a truncated Shannon rate, SINR i,i,t FD-SIM,UL is a signal to noise plus it interference ratio for ED with self-interference mitigation in the uplink direction, and SINR i,i,t FD-SIM,UL is a signal to noise plus interference ratio for FD with self-interference mitigation in the downlink direction, for the user i in time slot t; and
employ a short-term resource fair scheduling strategy satisfying user resource demands over a finite window-length.
14. The system of claim 13 , wherein the short-term resource fair scheduling strategy is asymptotically optimal and achieves an average system utility as the window-length is increased.
15. The system of claim 13 , wherein a user communication mode for each RB includes scheduling a single user of the plurality of users in a downlink (DL) communication.
16. The system of claim 13 , wherein a user communication mode for each RB includes scheduling a single user of the plurality of users in an uplink (UL) communication.
17. The system of claim 16 , wherein a user communication mode for each RB includes scheduling a user of the plurality of users in an UL communication and another user of the plurality of users in a DL communication by treating inter-user-interference (IUI) as noise.
18. The system of claim 13 , wherein a user communication mode for each RB includes scheduling a pair of users of the plurality of users in an UL and DL communication by using successive interference cancellation (SIC).