IP Library Granted Patent US 10,044,589
Granted Patent B2
US 10,044,589 · App. 14/758,591 · Granted Aug 7, 2018

Adaptive rate control for cellular-based vehicular networks

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Quick Facts
Patent No.
US 10,044,589
App. No.
14/758,591
Granted
Aug 7, 2018
Kind
B2
Abstract

A method for supporting vehicular communication in a cellular-based communication system includes connecting at least one base station and a plurality of vehicles equipped with mobile communication devices. A centralized control entity coordinates packet transmissions of the vehicles. Adjustment of a packet transmission rate is done recursively, where parameters of packet transmission characteristics are measured and the control entity determines, based on the parameters of packet transmission characteristics, an optimal packet transmission rate. The vehicles and/or the control entity transmit packets use the optimal packet transmission rate.

Claims (53)

1. A method for supporting vehicular communication in a cellular-based communication system, the method comprising:

connecting a base station and a plurality of vehicles equipped with mobile communication devices;

coordinating, by a centralized control entity, transmission of uplink packets from the plurality of vehicles to the base station by recursively performing the following:

receiving, by the base station, the uplink packets from the plurality of vehicles,

measuring one or more uplink packet transmission parameters of the uplink packets,

determining, based on the measured uplink packet transmission parameters, a calculated interval between consecutive uplink packet transmissions, and

broadcasting, to each of the plurality of vehicles, the calculated interval between consecutive uplink packet transmissions,

wherein the calculated interval between consecutive uplink packet transmissions defines an uplink packet transmission rate, and

wherein the plurality of vehicles transmit future uplink packets using the defined uplink packet transmission rate.

2. The method according to claim 1 , further comprising:

coordinating, by the centralized control entity, transmission of downlink packets to the plurality of vehicles by recursively performing the following:

receiving, by the plurality of vehicles, the downlink packets,

measuring, by the plurality of vehicles, one or more downlink packet transmission parameters of the downlink packets, and

determining, based on the measured downlink packet transmission parameters, a calculated interval between consecutive downlink packet transmissions,

wherein the calculated interval between consecutive downlink packet transmissions defines a downlink packet transmission rate, and

wherein future downlink packets are transmitted at the downlink packet transmission rate.

3. The method according to claim 2 , wherein the centralized control entity receives, from the plurality vehicles, feedback information regarding the one or more measured downlink packet transmission parameters of the downlink packets.

4. The method according to claim 3 , wherein the feedback information regarding the one or more measured downlink packet transmission parameters of the downlink packets is transmitted by the plurality of vehicles to the centralized control entity via dedicated control channels of embedded in the control header of data packets.

5. The method according to claim 2 , wherein the uplink packets and the downlink packets each include a timestamp indicating a time of generating or updating information contained in each respective packet.

6. The method according to claim 2 , wherein information depreciation measuring freshness of information gathered at the vehicles is transmitted to the control entity, and wherein information depreciation measuring freshness of information gathered at the control entity is transmitted to the vehicles.

7. The method according to claim 1 , further comprising connecting a second base station and a second plurality of vehicles equipped with mobile communication devices; and

coordinating, by the centralized control entity, transmission of uplink packets from the second plurality of vehicles to second the base station.

8. The method according to claim 1 , wherein the measuring the one or more uplink packet transmission parameters of the uplink packets is performed by the centralized control entity and/or by the base station.

9. The method according to claim 1 , wherein the measuring the one or more uplink packet transmission parameters includes measuring delay of the uplink packets sent by the plurality of vehicles.

10. The method according to claim 1 , wherein the determining, based on the measured uplink packet transmission parameters, a calculated interval between consecutive uplink packet transmissions includes a coarse determination of the calculated interval between consecutive uplink packet transmissions theoretically according to a predefined algorithm.

11. The method according to claim 10 , wherein the uplink packet transmission parameters include one or more of packet delay, vehicle position, vehicle speed, a total number of vehicles in a cell, and environmental and system-specific parameters, and

wherein the uplink packet transmission parameters serve as input to the predefined algorithm.

12. The method according to claim 10 , wherein the predefined algorithm is based on queuing models at application level.

13. The method according to claim 10 , wherein the determining, based on the measured uplink packet transmission parameters, a calculated interval between consecutive uplink packet transmissions further includes a fine determination of the calculated interval between consecutive unlink packet transmissions in which the calculated interval between consecutive uplink packet transmissions is adjusted in steps of a predefined size based on information depreciation measuring freshness of information gathered at the vehicles and/or at the control entity.

14. The method according to claim 13 , wherein the calculated interval between consecutive uplink packet transmissions is adjusted so as to minimize the information depreciation.

15. The method according to claim 13 , wherein the fine determination includes a tracking phase and a transmission phase.

16. The method according to claim 1 , wherein the measuring one or more uplink packet transmission parameters of the uplink packets includes determining a mean and a variance for a delay of the uplink packets received from the plurality of vehicles, and

wherein the determining, based on the measured uplink packet transmission parameters, the calculated interval between consecutive uplink packet transmissions is based on the determined mean and variance for the delay.

17. A method for supporting vehicular communication in a cellular-based communication system, the method comprising:

connecting at least one base station and a plurality of vehicles equipped with mobile communication devices;

coordinating, by a centralized control entity, packet transmissions of the vehicles; and

adjusting a packet transmission rate by recursively performing:

measuring one or more parameters of packet transmission characteristics, and

determining, by the control entity, based on the measured one or more parameters of packet transmission characteristics, a determined packet transmission rate,

wherein the vehicles and/or the control entity transmit packets using the determined packet transmission rate,

wherein adjusting the packet transmission rate includes a coarse determination of calculating the determined packet transmission rate theoretically according to a predefined algorithm

wherein adjusting the packet transmission rate further includes a fine determination of adjusting the determined packet transmission rate iteratively in steps of a predefined size based on information depreciation measuring freshness of information gathered at the vehicle or at the control entity, and

wherein a switching between the coarse determination and the fine determination is based on variation of network congestion or context information.

18. A cellular-based communication system with vehicular communication support, the system comprising:

a base station connected with a plurality of vehicles equipped with mobile communication devices; and

a centralized control entity configured to coordinate transmission of uplink packets from the plurality of vehicles to the base station by recursively performing:

measuring one or more uplink packet transmission parameters of the uplink packets received from the plurality of vehicles,

determining based on the measured unlink packet transmission parameters, a calculated interval between consecutive unlink packet transmissions, and

broadcasting, to each of the plurality of vehicles, the calculated interval between consecutive uplink packet transmissions,

wherein the calculated interval between consecutive uplink packet transmissions defines an uplink packet transmission rate, and

wherein the plurality of vehicles transmit future uplink packets using the defined uplink packet transmission rate.

19. The communication system according to claim 18 , wherein at least one of the vehicles includes a location determination system.

20. The communication system according to claim 18 , wherein the control entity is a GeoServer.

Assignments (3)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 3, 2018
From: NEC LABORATORIES EUROPE GMBH
To: NEC CORPORATION
Reel/Frame 046256/0593 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 29, 2017
From: NEC EUROPE LTD.
To: NEC LABORATORIES EUROPE GMBH
Reel/Frame 044979/0698 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 2, 2015
From: LE, LONG; ZAHARIEV, NIKOLA; WANG, SHIQIANG
To: NEC EUROPE LTD.
Reel/Frame 035968/0108 →