IP Library Granted Patent US 8,259,600
Granted Patent B1
US 8,259,600 · App. 12/139,232 · Granted Sep 4, 2012

Air interface quality

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Quick Facts
Patent No.
US 8,259,600
App. No.
12/139,232
Granted
Sep 4, 2012
Kind
B1
Abstract

A throughput of an air interface is recorded during a plurality of intervals to produce a set of recorded throughputs. A slot utilization is also recorded during each of the plurality of intervals to produce a set of recorded slot utilizations. A slot is an allocation of time and frequency. A linear regression on the data points of the set of recorded throughputs and the set of recorded slot utilizations is performed to produce a regression line of throughput versus slot utilization. An indicator of air interface quality is calculated based on the slope of the regression line.

Claims (26)

1. A method of determining an indicator of air interface quality of a communication system, comprising:

recording, by a device coupled to the communication system, a throughput of an air interface during a plurality of intervals to produce a set of recorded throughputs;

recording a slot utilization during each of the plurality of intervals to produce a set of recorded slot utilizations, wherein each slot comprises an allocation of time and frequency;

performing a linear regression on data points of the set of recorded throughputs and the set of recorded slot utilizations, to produce a regression line of throughput versus slot utilization; and,

determining the indicator of air interface quality based on the slope of the regression line.

2. The method of claim 1 , wherein the throughput is measured at a media access control layer.

3. The method of claim 1 , wherein the slot utilization is a ratio of slots allocated to transmit information and a total number of available slots.

4. The method of claim 1 , wherein the throughput is recorded for a downlink air interface.

5. The method of claim 1 , wherein the throughput is recorded for an uplink air interface.

6. The method of claim 1 , wherein a slot comprises a plurality of symbols.

7. A method of analyzing a communication system, comprising:

measuring, by a device coupled to the communication system, a slot utilization during a first interval to determine if the slot utilization satisfies a first utilization criteria, wherein each slot comprises an allocation of time and frequency;

measuring a packet drop rate during a second interval to determine if the packet drop rate satisfies a first packet drop criteria;

recording, by a device coupled to the communication system, a throughput of an air interface during a plurality of intervals to produce a first set of recorded throughputs and a slot utilization during each of the plurality of intervals to produce a first set of recorded slot utilizations, wherein each slot comprises an allocation of time and frequency, when the slot utilization satisfies the first utilization criteria and the packet drop rate satisfies the first packet drop criteria;

performing a first linear regression on data points of the first set of recorded throughputs and the first set of recorded slot utilizations, to produce a first regression line of throughput versus slot utilization;

determining a first air interface quality indicator based on the slope of the first regression line; and,

determining an air interface quality problem based on the slot utilization, packet drop rate, and the first air interface quality indicator.

8. The method of claim 7 , wherein the first set of recorded throughputs is measured at a media access control layer.

9. The method of claim 7 , wherein the first set of recorded slot utilizations is based on a ratio of slots allocated to transmit information to a total number of available slots.

10. The method of claim 7 , wherein the first set of recorded throughputs is recorded for a downlink air interface.

11. The method of claim 7 , wherein the first set of recorded throughputs is recorded for an uplink air interface.

12. The method of claim 7 , further comprising:

performing a second linear regression on data points of a second set of recorded throughputs and a second set of recorded slot utilizations, to produce a second regression line of throughput versus slot utilization;

determining a second air interface quality indicator based on the slope of the second regression line; and,

wherein the an air interface quality problem is determined based on the second air interface quality indicator.

13. The method of claim 12 , wherein the first set of recorded throughputs are based on a downlink throughput and the second set of recorded throughputs are based on an uplink throughput.

Assignments (12)
RELEASE OF SECURITY INTEREST Recorded Aug 23, 2022
From: DEUTSCHE BANK TRUST COMPANY AMERICAS
To: IBSV LLC; LAYER3 TV, LLC; PUSHSPRING, LLC; T-MOBILE CENTRAL LLC; T-MOBILE USA, INC.; ASSURANCE WIRELESS USA, L.P.; BOOST WORLDWIDE, LLC; CLEARWIRE COMMUNICATIONS LLC; CLEARWIRE IP HOLDINGS LLC; SPRINTCOM LLC; SPRINT COMMUNICATIONS COMPANY L.P.; SPRINT INTERNATIONAL INCORPORATED; SPRINT SPECTRUM LLC
Reel/Frame 062595/0001 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS Recorded Apr 3, 2020
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS SUCCESSOR BY MERGER TO WILMINGTON TRUST FSB
To: CLEARWIRE LEGACY LLC; CLEAR WIRELESS LLC
Reel/Frame 053182/0700 →
SECURITY AGREEMENT Recorded Apr 2, 2020
From: T-MOBILE USA, INC.; ISBV LLC; T-MOBILE CENTRAL LLC; LAYER3 TV, INC.; PUSHSPRING, INC.; BOOST WORLDWIDE, LLC; CLEARWIRE COMMUNICATIONS LLC; CLEARWIRE IP HOLDINGS LLC; CLEARWIRE LEGACY LLC; SPRINT COMMUNICATIONS COMPANY L.P.; SPRINT INTERNATIONAL INCORPORATED; SPRINT SPECTRUM L.P.; ASSURANCE WIRELESS USA, L.P.
To: DEUTSCHE BANK TRUST COMPANY AMERICAS
Reel/Frame 053182/0001 →
TERMINATION AND RELEASE OF FIRST PRIORITY AND JUNIOR PRIORITY SECURITY INTEREST IN PATENT RIGHTS Recorded Apr 1, 2020
From: DEUTSCHE BANK TRUST COMPANY AMERICAS
To: CLEARWIRE IP HOLDINGS LLC
Reel/Frame 052291/0439 →
GRANT OF FIRST PRIORITY AND JUNIOR PRIORITY SECURITY INTEREST IN PATENT RIGHTS Recorded Mar 3, 2017
From: CLEARWIRE IP HOLDINGS LLC
To: DEUTSCHE BANK TRUST COMPANY AMERICAS
Reel/Frame 041882/0875 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 27, 2011
From: CLEARWIRE COMMUNICATIONS LLC
To: CLEARWIRE IP HOLDINGS LLC
Reel/Frame 027134/0855 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 27, 2011
From: CLEAR WIRELESS LLC
To: CLEARWIRE COMMUNICATIONS LLC
Reel/Frame 027134/0837 →
SECURITY AGREEMENT Recorded Nov 30, 2009
From: CLEARWIRE LEGACY LLC; CLEAR WIRELESS LLC
To: WILMINGTON TRUST FSB, AS COLLATERAL AGENT
Reel/Frame 023574/0539 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENT RIGHTS Recorded Nov 24, 2009
From: MORGAN STANLEY & CO., INC., AS COLLATERAL AGENT
To: CLEAR WIRELESS LLC
Reel/Frame 023567/0236 →
SECURITY AGREEMENT Recorded Jun 11, 2009
From: CLEAR WIRELESS LLC
To: MORGAN STANLEY & CO., INC., AS COLLATERAL AGENT
Reel/Frame 022815/0429 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 30, 2009
From: SPRINT COMMUNICATIONS COMPANY L.P.
To: CLEAR WIRELESS LLC
Reel/Frame 022184/0889 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 13, 2008
From: DINAN, ESMAIL HEJAZI; RUDRARAJU, VIJAY; ANDERSON, HOWARD BISHOP; PAWAR, HEMANTH BALAJI; VIVANCO, DANIEL A.
To: SPRINT COMMUNICATIONS COMPANY L.P.
Reel/Frame 021095/0909 →