IP Library Granted Patent US 11,064,444
Granted Patent B2
US 11,064,444 · App. 16/383,718 · Granted Jul 13, 2021

Method and system for generating a move list

Inventors: Khalid W. Al-Mufti (Sterling, VA); Navin Srinivasan (Fairfax, VA); Ariful Hannan (Sterling, VA)
Assignee: CommScope Technologies LLC
H04W52/243H04B7/0632H04B7/0639H04W52/365H04W52/386H04W52/52
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Quick Facts
Patent No.
US 11,064,444
App. No.
16/383,718
Filed
Apr 15, 2019
Granted
Jul 13, 2021
Kind
B2
Art Unit
2649
USPC
455/522
Abstract

A method is provided. The method comprises: selecting a new protection point in a dynamic protection area; creating an initial sort list of radios; determining look angles; determining which look angle includes most radios in its main beam; determining a modified sort list and an initial move list for the determined look angle; determining a certain percentile of aggregate interference power spectral density at the new protection point for radios that are in a main beam for each of remaining look angles; sorting, by level of certain percentile of aggregate interference power spectral density, the remaining look angles; and generating a move list of radios.

Claims (101)

1. A method, comprising:

selecting a new protection point in a dynamic protection area;

creating an initial sort list of radios;

determining look angles around the new protection point;

determining which look angle includes most radios in a main beam, of an antenna radiation pattern, in the look angle;

determining a modified sort list and an initial move list for the determined look angle;

determining a certain percentile of aggregate interference power spectral density at the new protection point for radios that are in a main beam in each of remaining look angles;

sorting, by level of the certain percentile of aggregate interference power spectral density, the remaining look angles; and

generating a move list of radios.

2. The method of claim 1 , wherein determining the look angles around the new protection point comprises determining look angles around the new protection point having radios within a main beam, of a radiation pattern, in each of such look angles.

3. The method of claim 1 , further comprising determining a mean and a standard deviation of each interference power spectral density of each radio at the new protection point utilizing an antenna gain of zero decibels for a receiver in the dynamic protection area.

4. The method of claim 1 , wherein determining the modified sort list and the initial move list for the determined look angle comprises:

for each radio in the main beam of the determined look angle and in the initial sort list, determining a mean and a standard deviation of an interference power spectral density utilizing an antenna main beam gain of a receiver in the dynamic protection area;

determining the certain percentile of the aggregate interference power spectral density at the new protection point using:

(a) for each radio in the main beam of the determined look angle and in the initial sort list, the mean and the standard deviation of the interference power spectral density utilizing an antenna main beam gain of the receiver in the dynamic protection area; and

(b) for each radio in the initial sort list and not in the main beam of the determined look angle, the mean and the standard deviation of the interference power spectral density utilizing an antenna gain of zero decibels for the receiver in the dynamic protection area;

determining if the determined certain percentile of the aggregate interference power spectral density is below a threshold level;

if the determined certain percentile of the aggregate interference power spectral density is below the threshold level, then save the modified sort list and the initial move list; and

if the determined certain percentile of the aggregate interference power spectral density is not below the threshold level, then removing a radio at a top of a current sort list.

5. The method of claim 1 , wherein generating the move list of the radios comprises:

selecting a first look angle in sorted remaining look angles, where the first angle has a highest certain percentile of aggregate interference power spectral density of radios in the main beam of each look angle;

for the selected first look angle and for radios in the modified sort list, determining a certain percentile of aggregate interference power spectral density at the new protection point using mean and standard deviation of interference power spectral density utilizing antenna main beam gain, of a receiver in the dynamic protection area, for radios in the main beam of the selected first look angle, and zero dB antenna gain mean and standard deviation of interference power spectral density for radios not in the main beam of the selected first look angle;

determining if the determined certain percentile of the aggregate interference power spectral density is below a threshold level;

if the determined certain percentile of the aggregate interference power spectral density is not below the threshold level, then remove a radio at a top of the modified sort list;

if the determined certain percentile of the aggregate interference power spectral density is below the threshold level, then determining if a current move list is empty;

if the current move list is empty, then saving a current initial move list as the move list; and

if the current move list is not empty, then:

creating a new initial move list by appending the current initial move list to the initial move list;

generating a new modified sort list; and

removing the selected first look angle from the sorted remaining look angles.

6. The method of claim 1 , wherein creating an initial sort list of radios comprises selecting radios within a neighborhood distance from the new protection point.

7. The method of claim 1 , wherein the certain percentile is a 95 th percentile.

8. A non-transitory computer readable medium storing a program causing a computer to perform a method, the method comprising:

selecting a new protection point in a dynamic protection area;

creating an initial sort list of radios;

determining look angles around the new protection point;

determining which look angle includes most radios in a main beam, of an antenna radiation pattern, in the look angle;

determining a modified sort list and an initial move list for the determined look angle;

determining a certain percentile of aggregate interference power spectral density at the new protection point for radios that are in a main beam in each remaining look angle;

sorting, by level of certain percentile of aggregate interference power spectral density, the remaining look angles; and

generating a move list of radios.

9. The non-transitory computer readable medium of claim 8 , wherein determining the look angles around the new protection point comprises determining look angles around the new protection point having radios within a main beam, of a radiation pattern, in each of such look angles.

10. The non-transitory computer readable medium of claim 8 , wherein the certain percentile is a 95 th percentile.

11. The non-transitory computer readable medium of claim 8 , further comprising determining a mean and a standard deviation of each interference power spectral density of each radio at the new protection point utilizing an antenna gain of zero decibels for a receiver in the dynamic protection area.

12. The non-transitory computer readable medium of claim 8 , wherein determining the modified sort list and the initial move list for the determined look angle comprises:

for each radio in the main beam of the determined look angle and in the initial sort list, determining a mean and a standard deviation of an interference power spectral density utilizing an antenna main beam gain of a receiver in the dynamic protection area;

determining the certain percentile of the aggregate interference power spectral density at the new protection point using:

(a) for each radio in the main beam of the determined look angle and in the initial sort list, the mean and the standard deviation of the interference power spectral density utilizing an antenna main beam gain of the receiver in the dynamic protection area; and

(b) for each radio in the initial sort list and not in the main beam of the determined look angle, the mean and the standard deviation of the interference power spectral density utilizing an antenna gain of zero for the receiver in the dynamic protection area;

determining if the determined certain percentile of the aggregate interference power spectral density is below a threshold level;

if the determined certain percentile of the aggregate interference power spectral density is below the threshold level, then save the modified sort list and the initial move list; and

if the determined certain percentile of the aggregate interference power spectral density is not below the threshold level, then removing a radio at a top of a current sort list.

13. The non-transitory computer readable medium of claim 8 , wherein generating the move list of the radios comprises:

selecting a first look angle in sorted remaining look angles, where the first angle has a highest certain percentile of aggregate interference power spectral density of radios in the main beam of each look angle;

for the selected first look angle and for radios in the modified sort list, determining a certain percentile of aggregate interference power spectral density at the new protection point using mean and standard deviation of interference power spectral density utilizing antenna main beam gain, of a receiver in the dynamic protection area, for radios in the main beam of the selected first look angle, and zero decibel antenna gain mean and standard deviation of interference power spectral density for radios not in the main beam of the selected first look angle;

determining if the determined certain percentile of the aggregate interference power spectral density is below a threshold level;

if the determined certain percentile of the aggregate interference power spectral density is not below the threshold level, then remove a radio at a top of the modified sort list;

if the determined certain percentile of the aggregate interference power spectral density is below the threshold level, then determining if a current move list is empty;

if the current move list is empty, then saving a current initial move list as the move list; and

if the current move list is not empty, then:

creating a new initial move list by appending the current initial move list to the initial move list;

generating a new modified sort list; and

removing the selected first look angle from the sorted remaining look angles.

14. The non-transitory computer readable medium of claim 8 , wherein creating an initial sort list of radios comprises selecting radios within a neighborhood distance from the new protection point.

15. A system, comprising:

a spectrum access system comprising processing circuitry coupled to a communications system;

at least one radio coupled to the communications system;

wherein the processing circuitry is configured to:

select a new protection point in a dynamic protection area;

create an initial sort list of radios;

determine look angles around the new protection point;

determine which look angle includes most radios in a main beam, of an antenna radiation pattern, in the look angle;

determine a modified sort list and an initial move list for the determined look angle;

determine a certain percentile of aggregate interference power spectral density at the new protection point for radios that are in a main beam in each remaining look angle;

sort, by level of certain percentile of aggregate interference power spectral density, the remaining look angles; and

generate a move list of radios.

16. The system of claim 15 , wherein the certain percentile is a 95 th percentile.

17. The system of claim 15 , wherein determine the look angles around the new protection point comprises determine look angles around the new protection point having radios within a main beam of a radiation pattern, in each of such look angles.

18. The system of claim 15 , wherein the processing circuitry is further configured to determine a mean and a standard deviation of each interference power spectral density of each radio at the new protection point utilizing an antenna gain of zero decibels for a receiver in the dynamic protection area.

19. The system of claim 15 , wherein determine the modified sort list and the initial move list for the determined look angle comprises:

for each radio in the main beam of the determined look angle and in the initial sort list, determine a mean and a standard deviation of an interference power spectral density utilizing an antenna main beam gain of a receiver in the dynamic protection area;

determine the certain percentile of the aggregate interference power spectral density at the new protection point using:

(a) for each radio in the main beam of the determined look angle and in the initial sort list, the mean and the standard deviation of the interference power spectral density utilizing an antenna main beam gain of the receiver in the dynamic protection area; and

(b) for each radio in the initial sort list and not in the main beam of the determined look angle, the mean and the standard deviation of the interference power spectral density utilizing an antenna gain of zero decibel for the receiver in the dynamic protection area;

determine if the determined certain percentile of the aggregate interference power spectral density is below a threshold level;

if the determined certain percentile of the aggregate interference power spectral density is below the threshold level, then save the modified sort list and the initial move list; and

if the determined certain percentile of the aggregate interference power spectral is not below the threshold level, then removing a radio at a top of a current sort list.

20. The system of claim 15 , wherein generate the move list of the radios comprises:

select a first look angle in sorted remaining look angles, where the first angle has a highest certain percentile of aggregate interference power spectral density of radios in the main beam of each look angle;

for the selected first look angle and for radios in the modified sort list, determine a certain percentile of aggregate interference power spectral density at the new protection point using mean and standard deviation of interference power spectral density utilizing antenna main beam gain, of a receiver in the dynamic protection area, for radios in the main beam of the selected first look angle, and zero decibel antenna gain mean and standard deviation of interference power spectral density for radios not in the main beam of the selected first look angle;

determine if the determined certain percentile of the aggregate interference power spectral density is below a threshold level;

if the determined certain percentile of the aggregate interference power spectral density is not below the threshold level, then remove a radio at a top of the modified sort list;

if the determined certain percentile of the aggregate interference power spectral density is below the threshold level, then determine if a current move list is empty;

if the current move list is empty, then save a current initial move list as the move list; and

if the current move list is not empty, then:

create a new initial move list by appending the current initial move list to the initial move list;

generate a new modified sort list; and

remove the selected first look angle from the sorted remaining look angles.

21. The system of claim 15 , wherein create an initial sort list of radios comprises select radios within a neighborhood distance from the new protection point.

22. The system of claim 15 , wherein the processing circuitry comprises a shared access system management system and a user database.

23. The system of claim 15 , wherein at least one of an environmental sensing capability system, at least one external database, and at least one other spectrum access system is coupled to the communications system.

Assignments (16)
RELEASE OF SECURITY INTEREST AT REEL/FRAME 059350/0743 Recorded Jan 12, 2026
From: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
To: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE NORTH CAROLINA, LLC (F/K/A COMMSCOPE, INC. OF NORTH CAROLINA)
Reel/Frame 074594/0156 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS AT REEL/FRAME NO. 59710/0506 Recorded Jan 9, 2026
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
To: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE NORTH CAROLINA, LLC (F/K/A COMMSCOPE, INC. OF NORTH CAROLINA)
Reel/Frame 074282/0522 →
PARTIAL TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS Recorded Feb 7, 2025
From: U.S. BANK TRUST COMPANY, NATIONAL ASSOCIATION
To: OUTDOOR WIRELESS NETWORKS LLC
Reel/Frame 070154/0183 →
PARTIAL TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS RECORDED AT REEL 069889/FRAME 0114 Recorded Feb 7, 2025
From: APOLLO ADMINISTRATIVE AGENCY LLC
To: OUTDOOR WIRELESS NETWORKS LLC
Reel/Frame 070154/0341 →
RELEASE (REEL 068770 / FRAME 0460) Recorded Feb 7, 2025
From: JPMORGAN CHASE BANK, N.A.
To: OUTDOOR WIRELESS NETWORKS LLC
Reel/Frame 070149/0432 →
RELEASE OF SECURITY INTEREST AT REEL/FRAME 059350/0921 Recorded Dec 19, 2024
From: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
To: ARRIS ENTERPRISES LLC (F/K/A ARRIS ENTERPRISES, INC.); COMMSCOPE, INC. OF NORTH CAROLINA; COMMSCOPE TECHNOLOGIES LLC
Reel/Frame 069743/0704 →
RELEASE OF SECURITY INTEREST AT REEL/FRAME 068770/0632 Recorded Dec 19, 2024
From: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
To: OUTDOOR WIRELESS NETWORKS LLC
Reel/Frame 069743/0264 →
SECURITY INTEREST Recorded Dec 17, 2024
From: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE INC., OF NORTH CAROLINA; OUTDOOR WIRELESS NETWORKS LLC; RUCKUS IP HOLDINGS LLC
To: APOLLO ADMINISTRATIVE AGENCY LLC
Reel/Frame 069889/0114 →
PATENT SECURITY AGREEMENT (ABL) Recorded Aug 26, 2024
From: OUTDOOR WIRELESS NETWORKS LLC
To: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
Reel/Frame 068770/0460 →
PATENT SECURITY AGREEMENT (TERM) Recorded Aug 26, 2024
From: OUTDOOR WIRELESS NETWORKS LLC
To: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
Reel/Frame 068770/0632 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 24, 2024
From: COMMSCOPE TECHNOLOGIES LLC
To: OUTDOOR WIRELESS NETWORKS LLC
Reel/Frame 068492/0826 →
SECURITY INTEREST Recorded Mar 9, 2022
From: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE, INC. OF NORTH CAROLINA
To: WILMINGTON TRUST
Reel/Frame 059710/0506 →
TERM LOAN SECURITY AGREEMENT Recorded Mar 8, 2022
From: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE, INC. OF NORTH CAROLINA
To: JPMORGAN CHASE BANK, N.A.
Reel/Frame 059350/0921 →
ABL SECURITY AGREEMENT Recorded Mar 8, 2022
From: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE, INC. OF NORTH CAROLINA
To: JPMORGAN CHASE BANK, N.A.
Reel/Frame 059350/0743 →
SECURITY INTEREST Recorded Nov 19, 2021
From: ARRIS SOLUTIONS, INC.; ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE, INC. OF NORTH CAROLINA; RUCKUS WIRELESS, INC.
To: WILMINGTON TRUST
Reel/Frame 060752/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 16, 2019
From: AL-MUFTI, KHALID W.; SRINIVASAN, NAVIN; HANNAN, ARIFUL
To: COMMSCOPE TECHNOLOGIES LLC
Reel/Frame 049197/0913 →
Continuity (2)
Provisional Application 62672429 · May 16, 2018
Related Publication 20190357155A1 · Nov 21, 2019