Method of estimating inter-modulation distortion
View Patent ↗In the method, positions of a plurality of transmitting sources within a proximity of a base station are determined. A received signal spectrum of signals received at the base station from the plurality of transmitting sources are simulated. Inter-modulation distortion products are estimated based on the simulated signal spectrum. The estimated inter-modulation distortion products may be used in the design of a radio architecture. The simulating step may be repeated a plurality of times until an acceptable solution is found. Base station operating parameters associated with the acceptable solution may be selected for use in a proposed base station.
1. A method of estimating inter-modulation distortion in a received signal spectrum at a base station, comprising:
determining positions for a plurality of transmitting sources within a proximity region of the base station;
simulating a received signal spectrum of signals received at the base station from the plurality of transmitting sources using a computer; and
first estimating inter-modulation distortion products in the simulated signal spectrum.
2. The method of claim 1 , wherein the determining step determines the positions for the plurality of transmitting sources based on a random distribution.
3. The method of claim 2 , wherein the random distribution is a Monte Carlo random distribution.
4. The method of claim 2 , wherein the random distribution is uniform.
5. The method of claim 2 , wherein the uniform random distribution is uniform in a radial direction from the base station.
6. The method of claim 2 , wherein the random distribution is non-uniform.
7. The method of claim 1 , further comprising:
simulating transmission of signals from the plurality of transmitting sources, and wherein
the simulating a received signal spectrum step simulates the received signal spectrum based on the simulated transmission of signals.
8. The method of claim 7 , wherein the simulating transmission of signals step simulates transmitting signals at random phases.
9. The method of claim 7 , wherein the simulating a received signal spectrum step simulates the received signal spectrum based on modeled path losses between the plurality of transmitting sources and the base station and the simulated transmission of signals.
10. The method of claim 7 , wherein the simulating a received signal spectrum step simulates the received signal spectrum based on a modeled antenna gain, antenna height, antenna pattern and the simulated transmission of signals.
11. The method of claim 1 , wherein the proximity region is shaped to simulate a geographical region.
12. The method of claim 1 , wherein a concentration of the plurality of transmitting sources is based on a density metric associated with a geographic region simulated by the proximity region.
13. The method of claim 1 , wherein the first estimating step estimates the intermodulation distortion products on a radio architecture including at least one nonlinear device, the radio architecture being associated with the base station.
14. The method of claim 1 , further comprising:
second estimating an inter-modulation spectrum based on the estimated inter-modulation distortion products.
15. The method of claim 14 , further comprising:
repeating the determining step, the simulating step, the first estimating step and the second estimating step a number of times sufficient to attain a confidence level of the estimated inter-modulation spectrum;
first adjusting at least one base station operating parameter if the estimated inter-modulation spectrum has a confidence level less than the confidence threshold.
16. The method of claim 15 , wherein the base station operating parameter includes at least one of a filtering coefficient used at the simulating step, an antenna height, an antenna pattern, a radio architecture and a filter mask design.
17. The method of claim 15 , further comprising:
second adjusting at least one modeled parameter associated with an operating environment of the base station after each iteration of the repeating step.
18. The method of claim 17 , wherein the adjusted modeled parameter includes at least one of path losses of simulated signals received from the plurality of transmitting sources, phases of simulated signals received from the plurality of transmitting sources, a distribution of the transmitting sources within the proximity region, a size of the proximity region and a shape of the proximity region.
19. A method of establishing operating parameters for a base station in a wireless communications network, comprising:
performing a first simulating step of simulating an operating performance of the base station operating in accordance with an initial set of operating parameters using a computer, the first simulating step including
performing a first determining step of determining positions for a plurality of transmitting sources within a proximity region of the base station,
performing a second simulating step of simulating a received signal spectrum of signals received at the base station from the plurality of transmitting sources, and
first estimating inter-modulation distortion products in the simulated signal spectrum;
performing a second determining step of determining whether the simulated operating performance is acceptable;
repeating the first simulating step and the second determining step with an adjusted set of operating parameters if the second determining step determines that the simulated operating performance is not acceptable; and
selecting, for the base station, the operating parameters associated with an operating performance which the second determining step determines to be acceptable.