Quality control scheme for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems
A method and apparatus for optimizing the system capacity of an Orthogonal Frequency Division Multiplexing (OFDM) system that uses with Multiple-Input Multiple-Output (MIMO) antennas. In a receiver, a target quality of service (QoS) metric and reference data rate are set. The target QoS metric may be set to a predetermined value and/or may be adjusted dynamically with respect to packet error rate (PER) by a slow outer-loop control processor. The QoS of received signals are measured and compared to the target QoS. Depending on the comparison, the receiver generates a channel quality indicator (CQI) which is sent back to the transmitting transmitter. The CQI is a one or two bit indicator which indicates to the transmitter to disable, adjust or maintain data transmission rates of particular sub-carriers, groups of sub-carriers per transmit antenna, or groups of sub-carriers across all transmit antennas. At the transmitter, the transmitted data rate is disabled, adjusted or maintained. At the receiver, the target QoS metric and reference data rate are adjusted accordingly. This process is repeated for each data frame of each sub-carrier group.
1. A method of increasing capacity in Multiple-Input Multiple-Output (MIMO) Orthogonal Frequency Division Multiplexing (OFDM) wireless communications, the method comprising:
in a receiver, setting an initial target quality of service (QoS t ) metric and a corresponding reference data rate (q r ), wherein the QoS t is a bit error rate (BER) that is either stored, pre-defined or set;
measuring a QoS (QoS m ) metric of a received signal and calculating the difference between the QoS m and QoS t ; and
generating and sending a channel quality indicator (CQI) to a transmitter, the CQI based on the calculated difference between the QoS m and QoS t ;
wherein the received signal is a data frame (j) of a sub-carrier group (i);
wherein the difference between the measured QoS m and the target QoS t is calculated according to the equation:
ΔQoS mt(i,j) =QoS m(i,j) −QoS t(i,j) ,
wherein ΔQoS mt(i,j) represents the calculated difference for the j th data frame in the i th sub-carrier group;
generating the CQI based on the calculated difference (ΔQoS mt(i,j) ) being larger than one-half the difference between a QoS value associated with the transmitted data rate (q) and a QoS value associated with the next highest data rate (q+1) (ΔQoSq (i,q) represented by expression:
ΔQoS mt(i,j) >ΔQoSq (i,q) /2,
wherein the CQI indicates to the transmitter to increase the transmitted data (q) rate to the next highest data rate (q+1);
sending the CQI to the transmitter; and
increasing the target quality of service (QoS t(i,j) ) metric by increasing the target QoS metric of a previous frame (QoS t(i,j−1) ) according to expression:
QoS t(i,j) =QoS t(i,j−1) +ΔQoSq (i,q) /2.
2. The method of claim 1 wherein the target QoS is increased according to the formula:
QoS t(i,j) =QoS t(i,j−1) +[ΔQoS mt(i,j) −ΔQoS mt(i,j−1) ],
wherein ΔQoS mt(i,j−1) represents the difference between the measured QoS metric and the target QoS of a previous data frame (QoS t(i,j−1) ).
3. The method of claim 1 further comprising:
generating a CQI based on the calculated difference (ΔQoS mt(i,j) ) being less than or equal to one-half of (ΔQoSq (i,q) ), but greater than or equal to the negative of one-half of (ΔQoSq (i,q) , represented by the expression:
(−)ΔQoSq (i,q) /2≦ΔQoS mt(i,j) ≦ΔQoSq (i,q) /2,
wherein the CQI indicates to the transmitter to continue transmitting at the transmitted data rate (q);
sending the CQI to the transmitter; and
maintaining the target QoS metric at its current value (QoS t(i,j) ).
4. The method of claim 3 wherein the ΔQoSq (i,q) values are stored in a data rate (q) versus ΔQoSq (i,q) look-up table stored in the receiver, the ΔQoSq (i,q) values being predicted from simulations.
5. The method of claim 4 wherein values in the data rate (q) versus ΔQoSq (i,q) look-up table are produced from a series of measurements.
6. The method of claim 1 wherein the ΔQoSq (i,q) values are stored in a data rate (q) versus ΔQoSq (i,q) look-up table stored in the receiver, the ΔQoSq (i,q) values being predicted from simulations.
7. The method of claim 6 wherein values in the data rate (q) versus ΔQoSq(i,q) look-up table are produced from a series of measurements.
8. A method of increasing capacity in Multiple-Input Multiple-Output (MIMO) Orthogonal Frequency Division Multiplexing (OFDM) wireless communications, the method comprising:
in a receiver, setting an initial target Quality of service (QoS t ) metric and a corresponding reference data rate (q r ), wherein the QoS t is a bit error rate (BER) that is either stored, pre-defined or set;
measuring a QoS (QoS m ) metric of a received signal and calculating the difference between the QoS m and QoS t ; and
generating and sending a channel quality indicator (CQI) to a transmitter, the CQI based on the calculated difference between the QoS m and QoS t ;
wherein the received signal is a data frame (j) of a sub-carrier group (i);
wherein the difference between the measured QoS m and the target QoS t is calculated according to the equation:
ΔQoS mt(i,j) =QoS m(i,j) −QoS t(i,j) ,
wherein ΔQoS mt(i,j) represents the calculated difference for the j th data frame in the i th sub-carrier group;
generating the CQI based on the calculated difference (ΔQoS mt(i,j) ) being less than one-half of the negative of (ΔQoSq (i,q) ), represented by expression:
ΔQoS mt(i,j) <(−)ΔQoSq (i,q) /2,
wherein the CQI indicates to the transmitter to decrease the transmitted data (q) rate to the next lowest data rate (q− 1 ); and
decreasing the target QoS metric by decreasing the target QoS metric of a previous frame (QoS t(i,j−1) ) according to the expression:
QoS t(i,j) =QoS t(i,j−1) −ΔQoSq (i,q) /2.
9. The method of claim 8 wherein the target QoS is decreased according to the formula:
QoS t(i,j) =QoS t(i,j−1) −[ΔQoS mt(i,j) −ΔQoS mt(i,j−1) ].
10. The method of claim 8 wherein the ΔQoSq (i,q) values are stored in a data rate (q) versus ΔQoSq (i,q) look-up table stored in the receiver, the ΔQoSq (i,q) values being predicted from simulations.
11. The method of claim 10 wherein values in the data rate (q) versus ΔQoSq(i,q) look-up table are produced from a series of measurements.