System and method of automatically optimizing an operational radio access network
View Patent ↗Systems and methods of automatically optimizing an operational radio access network are provided. Objective and operational cost functions for the radio access network are generated, and a deviation between the generated cost functions is determined. At least one aspect of the radio access network is adjusted in order to minimize the determined deviation between cost functions.
1. A method, comprising the acts of:
receiving information related to operational coverage, capacity and handoffs in a radio access network;
generating an operational cost function based on the received information related to operational coverage, capacity and handoffs;
receiving information related to objective coverage, capacity and handoffs in a radio access network;
generating an objective cost function based on the received information related to objective coverage, capacity and handoffs;
determining a deviation between the operational and objective cost functions; and
automatically adjusting an aspect of at least one of the operational coverage, capacity and handoffs to minimize the determined deviation,
wherein the operational and objective cost functions are adjusted using a weighting factor that accounts for network parameters during different hours of the day.
2. The method of claim 1 , wherein after the aspect of at least one of the operational coverage, capacity and handoffs is adjusted, the method comprising:
receiving information related to adjusted operational coverage, capacity and handoffs in a radio access network;
generating an adjusted operational cost function based on the received information related to operational coverage, capacity and handoffs;
determining a deviation between the adjusted operational cost function and the objective cost function; and
automatically adjusting an aspect of at least one of the adjusted operational coverage, capacity and handoffs to minimize the determined deviation.
3. The method of claim 1 , wherein each of the information related to the operational coverage, capacity and handoffs is a cost function.
4. The method of claim 3 , wherein the cost function of each of the operational coverage, capacity and handoffs includes network operator adjustable parameters and environmental-dependent parameters.
5. The method of claim 4 , wherein the automatic adjustment involves network operator adjustable parameters.
6. The method of claim 1 , wherein the radio access network operates using orthogonal frequency division multiple access (OFDMA).
7. The method of claim 6 , wherein the radio access network is a WiMAX network.
8. The method of claim 1 , wherein the radio access network is a code division multiple access (CDMA), Global System for Mobile Communication (GSM), integrated digital enhanced network (iDEN), evolution-data only (EV-DO) CDMA network or Enhanced Data GSM Environment (EDGE) network.
9. A component of a wireless network, the component comprising:
a memory;
a communication interface that receives information related to operational coverage, capacity and handoffs in a radio access network and information related to objective coverage, capacity and handoffs in a radio access network; and
a processor coupled to the memory and communication interface, the processor comprising
logic that generates an operational cost function based on the received information related to operational coverage, capacity and handoffs;
logic that generates an objective cost function based on the received information related to objective coverage, capacity and handoffs;
logic that determines a deviation between the operational and objective cost functions; and
logic that automatically adjusts an aspect of at least one of the operational coverage, capacity and handoffs to minimize the determined deviation,
wherein the operational and objective cost functions are adjusted using a weighting factor that accounts for network parameters during different hours of the day.
10. The component of claim 9 , wherein each of the information related to the operational coverage, capacity and handoffs is a cost function.
11. The component of claim 10 , wherein the cost function of each of the operational coverage, capacity and handoffs includes network operator adjustable parameters and environmental-dependent parameters.
12. The component of claim 11 , wherein the automatic adjustment involves network operator adjustable parameters.
13. The component of claim 9 , wherein the radio access network operates using orthogonal frequency division multiple access (OFDMA).
14. The component of claim 13 , wherein the radio access network is a WiMAX network.
15. The component of claim 9 , wherein the radio access network is a code division multiple access (CDMA), Global System for Mobile Communication (GSM), integrated digital enhanced network (iDEN), evolution-data only (EV-DO) CDMA network or Enhanced Data GSM Environment (EDGE) network.