CN101364918B - Efficiency reliable routing method based on link quality for multi-hop wireless sensor network - Google Patents

Efficiency reliable routing method based on link quality for multi-hop wireless sensor network Download PDF

Info

Publication number
CN101364918B
CN101364918B CN200810156202XA CN200810156202A CN101364918B CN 101364918 B CN101364918 B CN 101364918B CN 200810156202X A CN200810156202X A CN 200810156202XA CN 200810156202 A CN200810156202 A CN 200810156202A CN 101364918 B CN101364918 B CN 101364918B
Authority
CN
China
Prior art keywords
node
efficiency
neighbor
data
weights
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN200810156202XA
Other languages
Chinese (zh)
Other versions
CN101364918A (en
Inventor
徐平平
黄齐波
钟永锋
张荣标
赵迎新
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Southeast University
Original Assignee
Southeast University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Southeast University filed Critical Southeast University
Priority to CN200810156202XA priority Critical patent/CN101364918B/en
Publication of CN101364918A publication Critical patent/CN101364918A/en
Application granted granted Critical
Publication of CN101364918B publication Critical patent/CN101364918B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W40/00Communication routing or communication path finding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L45/00Routing or path finding of packets in data switching networks
    • H04L45/20Hop count for routing purposes, e.g. TTL
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The invention discloses a high-efficient reliable routing method of a multihop wireless sensor network based on the quality of a chain circuit, which belongs to the field of the wireless communication and transmission. According to the initialization information of all the one-hop neighbors, the efficiency weights and the chain circuit iteration radixes of the node are computed when the neighbor nodes are used as the forwarding nodes, the neighbor node with the maximum efficiency weight is selected as the first data forwarding node, then, the route selection is decided by the number of the hops of the node, and then the efficiency weights and the chain circuit iteration radixes of all the neighbor nodes and the chain circuit evaluation sheet are dynamically updated in every later transmission, so as to evaluate the quality of the chain circuit between the node and the neighbor nodes; the efficiency weights and the chain circuit iteration radixes of the node are computed when the neighbor nodes are used as the forwarding nodes according to the three values, the neighbor node with the maximum efficiency weight is selected as the first data forwarding node, and the efficiency weight and the chain circuit iteration radix are sent in the form of ACK frame and transmitted to the neighbor nodes. Finally, the invention realizes the improvement of both the data transmission reliability and the energy efficiency of the system in the network.

Description

Multi-hop wireless sensor network is based on the efficiency reliable routing method of link-quality
Technical field
The present invention relates to the efficiency reliable routing method of a kind of multi-hop wireless sensor network, belong to radio communication and information communication sphere based on link-quality.
Background technology
The jumping figure wireless sensor network is a kind of Mesh structural network, and it is a kind of and the diverse novel radio network technology of conventional wireless network.In legacy network, node is with the mode access network of single-hop, though a plurality of node adjacent they also can only and access point (AP) carry out direct communication.And in wireless Mesh netword, any node all has routing function, and each node in the network can transmit and receive data, and each node can carry out direct communication with one or more peer node, also can transmit the data of other node.In multi-hop wireless sensor network, node generally is static and topological structure is more stable, and the data of all node collections all send to the aggregation gateway node by multi-hop.
The network communication of wireless sensor environment is abominable, and the channel quality between adjacent node is very poor, and error rate can reach 30% even higher.From aggregation gateway node node far away, need the multi-hop transmission to pass to gateway node to data, in this case, data transmission success is lower, have a strong impact on the performance of wireless sensor network, therefore, how under the situation of multi-hop transmission, to overcome the problem of bad channel quality, improve reliability of data transmission, just seem particularly important.
The algorithm that adopts is reliability route LQER (the Link quality estimationbased routing) algorithm based on link-quality at present, the LQER algorithm be at minimum hop count gradient fields route MHFR (Minimum hopfield based routing) algorithm at random individual node transmit data, can not guarantee under the situation of reliability of data transmission the reliability Routing Protocol that puts forward.This algorithm has been introduced link quality parameter (link layer information) on the basis of MHFR algorithm, during data forwarding, select one hop link node the best in quality to send out node as next redirect, improves data transmission credibility, reduces and retransmits, and has saved energy.But the LQER algorithm has following two shortcomings: one. only considered single-hop channel the best, but considered that the path that the LQER algorithm is selected often is not trusted path from the whole piece path; Two. the minimum hop count path is not trusted path.
Summary of the invention
The technical problem to be solved in the present invention is to propose the efficiency reliable routing method of a kind of multi-hop wireless sensor network based on link-quality.
A kind of multi-hop wireless sensor network is based on the efficiency reliable routing method of link-quality, and wireless sensor network comprises numerous wireless sensor nodes, it is characterized in that may further comprise the steps:
1.) start wireless sensor node, carry out initialization, sensor node enters idle condition;
2.) receive a packet when this section point, the link iteration root of this node when calculating neighbor node as forward node:
J Ni = J i ′ hops i * [ 1 - ( 1 - p Ni ) 3 ]
J Ni ′ = J Ni hops
J Ni-this node is transmitted the data transmission success that arrives gateway node through neighbor node;
Figure G200810156202XD00023
-neighbor node arrives the optimum data transmission success rate root of gateway node;
P Ni-this node is to transmission success rate of single-hop Frame of neighbor node, and initialization value is 1;
Figure G200810156202XD00024
-this node is transmitted the data transmission success root that arrives gateway node through neighbor node;
The network jumping figure of hops-this node;
Hops iThe jumping figure of-neighbor node;
3. the efficiency weights of source node when) calculating neighbor node as forward node:
Q Ni = hops i * Q i ′ + ( 3 - 3 τ Ni + τ Ni 2 ) J i ′ hops i * [ 1 - ( 1 - p Ni ) 3 ]
τ Ni=P Ni*q Ni
Q NiThe efficiency weights of-neighbor node this node N during as forward node;
Figure G200810156202XD00026
The best efficiency average of-neighbor node, initialization value is 1.5;
τ Ni-successfully send and receive the probability of ACK frame;
q Ni-this node is to transmission success rate of single-hop ACK frame of neighbor node, and initialization value is 1;
4.) the efficiency weights Q of each neighbor node of this node of comparison Ni, select to make efficiency weights Q NiMinimum node as forward node and
Q N ′ = Q Ni / hops ; J N ′ = J Ni ′
Figure G200810156202XD00029
The best efficiency average of-this node;
-this node arrives the optimum data transmission success rate root of gateway node;
In the formula
Figure G200810156202XD000211
With
Figure G200810156202XD000212
Be written into the ACK frame, be accompanied by the neighbor node that the ACK frame passes to forward node;
5.) data are sent to efficiency weights Q NiMinimum node;
6.) according to this data forwarding situation, carry out link-quality and upgrade, memory chain table record sensor node nearest m time to efficiency weights Q NiThe situation of minimum node for data forwarding, m=9,1 representative is transmitted successfully, and 0 represents retransmission failure; When data send successfully, then linked list data moves to left one, the rightest position 1; When data send failure, linked list data moves to left one, the rightest position 0, and k is the number of times of memory span data forwarding success when being m, i.e. 1 number in the chained list after the renewal, is carried out accurate valuation according to the m and the k value of each neighbor node memory chained list:
τ Ni = k m
p Ni=τ Ni α
α = len data len data + len ack
The accurate estimation index of α-link;
Len DataThe length of-Frame;
Len AckThe length of-ACK frame;
7., and from the ACK frame that successfully returns, read efficiency weights Q) according to this data forwarding situation NiThe up-to-date best efficiency average of minimum node With the optimum data transmission success rate root that arrives gateway node Otherwise
Figure G200810156202XD00035
With
Figure G200810156202XD00036
Keep initial value, as efficiency weights Q NiWhen minimum node sent data once more, more new sensor node information was returned step 2.
A kind of multi-hop wireless sensor network of the present invention is based on the link-quality reliable routing method, under the situation of the abominable bad channel quality of network communications environment, can significantly improve the reliability of each node data transmission, the energy consumption of saving network improves energy utilization efficiency.The present invention is applied in the multi-hop sensor network can adapt to abominable network communications environment well.
Description of drawings
Fig. 1: multi-hop wireless sensor network of the present invention is based on the flow chart of the efficiency reliable routing method of link-quality;
Fig. 2: multi-hop wireless sensor network of the present invention is based on the efficiency reliable routing method memory chained list schematic diagram of link-quality;
Fig. 3: network scenarios one analogous diagram of the present invention;
Fig. 4: network scenarios two analogous diagram of the present invention;
Fig. 5: network scenarios three analogous diagram of the present invention.
Embodiment
As shown in Figure 1, a kind of multi-hop wireless sensor network is based on the efficiency reliable routing method of link-quality, be according to node jumping figure information and the link initialization Information Selection head-end site first time, and according to the situation renewal link information of transmitting, update method is the link-quality evaluation mechanism, write down each forward node and successfully receive and transmit or the historical information of failure, estimate in view of the above and each neighbor node between link-quality; Simultaneously, from the ACK frame that successfully receives, obtain the best efficiency weights and the link iteration information thereof of neighbor node.Then according to and neighbor node between the weights of link-quality, neighbor node and link iteration information calculations to go out each neighbor node be the efficiency weights and the link iteration root of this node as forward node, and select to make the neighbor node of efficiency weights minimum send out node as next redirect according to result of calculation.
In intensive wireless sensor network, all data all are that the mode with multi-hop sends to gateway, and alternative route is very many, and is not minimum hop count route the best; Particularly under the environment of communication quality difference, the data transmission success of minimum hop count route is relatively poor.Therefore to improve data transmission success, need make full use of the multirouting characteristics of intensive node, use each neighbor node really, can adopt the efficiency reliability routing algorithm among the present invention based on link-quality.
Select forward node in order to calculate for the first time weights, after we suppose that the minimum hop count gradient is set up, node has been known its hop neighbor tabulation by the routing procedure of network layer, and the initialization value of the efficiency weights of all neighbor nodes and link iteration root equates.
The present invention proposes in the multi-hop wireless sensor network efficiency reliability routing algorithm based on link-quality, it mainly comprises: according to the initialization information of all hop neighbors of node, efficiency weights of this node and link iteration root when calculating each neighbor node as forward node, select the conduct head-end site first time (this moment, Route Selection was by the decision of node jumping figure) of efficiency weights minimum, dynamically update each neighbour's efficiency weights and link iteration root and link evaluation form then in each transmission afterwards and estimate link-quality between this node and each neighbor node, efficiency weights of this node and link iteration root when calculating each neighbor node as forward node according to these three values, select efficiency weights minimum as head-end site, and these efficiency weights and link iteration root are waited for that sending out an ACK frame passes to neighbor node.The raising of data transmission in network reliability and the raising of system capacity efficient have finally been realized.
This method comprises the steps:
1.) start wireless sensor node, carry out initialization, sensor node enters idle condition;
2.) receive a packet when this section point, the link iteration root of this node when calculating neighbor node as forward node:
J Ni = J i ′ hops i * [ 1 - ( 1 - p Ni ) 3 ]
J Ni ′ = J Ni hops
J Ni-this node is transmitted the data transmission success that arrives gateway node through neighbor node;
Figure G200810156202XD00043
-neighbor node arrives the optimum data transmission success rate root of gateway node;
p Ni-this node is to transmission success rate of single-hop Frame of neighbor node, and initialization value is 1;
-this node is transmitted the data transmission success root that arrives gateway node through neighbor node;
The network jumping figure of hops-this node;
Hops iThe jumping figure of-neighbor node;
3. the efficiency weights of source node when) calculating neighbor node as forward node:
Q Ni = hops i * Q i ′ + ( 3 - 3 τ Ni + τ Ni 2 ) J i ′ hops i * [ 1 - ( 1 - p Ni ) 3 ]
τ Ni=p Ni*q Ni
Q NiThe efficiency weights of-neighbor node this node N during as forward node;
Figure G200810156202XD00053
The best efficiency average of-neighbor node, initialization value is 1.5;
τ Ni-successfully send and receive the probability of ACK frame;
q Ni-this node is to transmission success rate of single-hop ACK frame of neighbor node, and initialization value is 1;
4.) the efficiency weights Q of each neighbor node of this node of comparison Ni, select to make efficiency weights Q NiMinimum node as forward node and
Q N ′ = Q Ni / hops ;
J N ′ = J Ni ′
Figure G200810156202XD00056
The best efficiency average of-this node;
-this node arrives the optimum data transmission success rate root of gateway node;
In the formula
Figure G200810156202XD00058
With
Figure G200810156202XD00059
Be written into the ACK frame, be accompanied by the neighbor node that the ACK frame passes to forward node;
5.) data are sent to efficiency weights Q NiMinimum node;
6.) as shown in Figure 2.According to this data forwarding situation, carry out link-quality and upgrade, memory chain table record sensor node nearest m time to efficiency weights Q NiThe situation of minimum node for data forwarding, m=9,1 representative is transmitted successfully, and 0 represents retransmission failure; When data send successfully, then linked list data moves to left one, the rightest position 1; When data send failure, linked list data moves to left one, the rightest position 0, and k is the number of times of memory span data forwarding success when being m, i.e. 1 number in the chained list after the renewal, is carried out accurate valuation according to the m and the k value of each neighbor node memory chained list:
τ Ni = k m
p Ni=τ Ni α
α = len data len data + len ack
The accurate estimation index of α-link;
Len DataThe length of-Frame;
Len AckThe length of-ACK frame;
7., and from the ACK frame that successfully returns, read efficiency weights Q) according to this data forwarding situation NiThe up-to-date best efficiency average of minimum node
Figure G200810156202XD00063
With the optimum data transmission success rate root that arrives gateway node
Figure G200810156202XD00064
Otherwise
Figure G200810156202XD00065
With
Figure G200810156202XD00066
Keep initial value, as efficiency weights Q NiWhen minimum node sent data once more, more new sensor node information was returned step 2.
Utilize OPNET emulation a kind of multi-hop wireless sensor network of the present invention based on the efficiency reliable routing method of link-quality with based on reliability route LQER (the Link quality estimationbased routing) algorithm of link-quality, simulated environment is as follows:
As Fig. 3,4 sensor nodes constitute a simple double bounce network, one of them gateway node, two one hop nodes and one two hop node;
As Fig. 4,6 sensor nodes constitute one simple three and jump network, one of them gateway node, two one hop nodes, two two hop nodes and one three hop node;
As Fig. 5,26 sensor nodes are randomly dispersed in the space of 250m*250m, and one of them is a gateway node, and 25 is ordinary node.
More than three simulation results as table 1 to shown in the table 3.Adopt the system data transmission reliability, the system capacity efficiency index is weighed network performance, and they are defined as follows:
System data transmission reliability: the ratio (gw_packet_rev/global_packet_send) of the bag total amount that the bag total amount that gateway receives and the whole network node send;
System capacity efficiency index: the ratio (global_send_counts/gw_packet_rev) of the bag total amount that transmission number of times of the whole network node bag (comprise and transmit retransmitted packet) and gateway receive.
Table 1 Fig. 3 scene simulation result
Figure G200810156202XD00071
Table 2 Fig. 4 scene simulation result
Table 3 Fig. 5 scene simulation result
Figure G200810156202XD00073

Claims (1)

1. a multi-hop wireless sensor network is based on the efficiency reliable routing method of link-quality, and wireless sensor network comprises numerous wireless sensor nodes, it is characterized in that may further comprise the steps:
1.) start wireless sensor node, carry out initialization, sensor node enters idle condition;
2.) receive a packet when this section point, the link iteration root of this node when calculating neighbor node as forward node:
Figure F200810156202XC00011
Figure F200810156202XC00012
J Ni-this node is transmitted the data transmission success that arrives gateway node through neighbor node;
Figure F200810156202XC00013
-neighbor node arrives the optimum data transmission success rate root of gateway node;
p Ni-this node is to transmission success rate of single-hop Frame of neighbor node, and initialization value is 1;
Figure F200810156202XC00014
-this node is transmitted the data transmission success root that arrives gateway node through neighbor node;
This node of hops-arrives the network jumping figure of gateway node;
Hops i-neighbor node arrives the jumping figure of gateway node;
3. the efficiency weights of this node when) calculating neighbor node as forward node:
Q NiThe efficiency weights of-neighbor node this node during as forward node;
Figure F200810156202XC00016
The best efficiency average of-neighbor node, initialization value is 1.5;
τ Ni-successfully send and receive the probability of ACK frame;
q Ni-this node is to transmission success rate of single-hop ACK frame of neighbor node, and initialization value is 1;
4.) the efficiency weights Q of each neighbor node of this node of comparison Ni, select efficiency weights Q NiMinimum node as forward node and
Figure F200810156202XC00017
Figure F200810156202XC00018
Figure F200810156202XC00021
The best efficiency average of-this node;
Figure F200810156202XC00022
-this node arrives the optimum data transmission success rate root of gateway node;
In the formula With
Figure F200810156202XC0002175844QIETU
Be written into the ACK frame, be accompanied by the neighbor node that the ACK frame passes to forward node;
5.) data are sent to efficiency weights Q NiMinimum node;
6.) according to this data forwarding situation, carry out link-quality and upgrade, memory chain table record sensor node nearest m time to efficiency weights Q NiThe situation of minimum node for data forwarding, m=9,1 representative is transmitted successfully, and 0 represents retransmission failure; When data send successfully, then linked list data moves to left one, the rightest position 1; When data send failure, linked list data moves to left one, the rightest position 0, and k is the number of times of memory span data forwarding success when being m, i.e. 1 number in the chained list after the renewal, is carried out accurate valuation according to the m and the k value of each neighbor node memory chained list:
Figure F200810156202XC00025
p Ni=τ Ni α
Figure F200810156202XC00026
The accurate estimation index of α-link;
Len DataThe length of-Frame;
Len AckThe length of-ACK frame;
7., and from the ACK frame that successfully returns, read efficiency weights Q) according to this data forwarding situation NiThe up-to-date best efficiency average of minimum node
Figure F200810156202XC0002175927QIETU
With the optimum data transmission success rate root that arrives gateway node
Figure F200810156202XC0002175933QIETU
Otherwise
Figure F200810156202XC0002175936QIETU
With
Figure F200810156202XC0002175940QIETU
Keep initial value, as efficiency weights Q NiWhen minimum node sent data once more, more new sensor node information was returned step 2.
CN200810156202XA 2008-09-25 2008-09-25 Efficiency reliable routing method based on link quality for multi-hop wireless sensor network Expired - Fee Related CN101364918B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN200810156202XA CN101364918B (en) 2008-09-25 2008-09-25 Efficiency reliable routing method based on link quality for multi-hop wireless sensor network

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN200810156202XA CN101364918B (en) 2008-09-25 2008-09-25 Efficiency reliable routing method based on link quality for multi-hop wireless sensor network

Publications (2)

Publication Number Publication Date
CN101364918A CN101364918A (en) 2009-02-11
CN101364918B true CN101364918B (en) 2010-09-01

Family

ID=40391089

Family Applications (1)

Application Number Title Priority Date Filing Date
CN200810156202XA Expired - Fee Related CN101364918B (en) 2008-09-25 2008-09-25 Efficiency reliable routing method based on link quality for multi-hop wireless sensor network

Country Status (1)

Country Link
CN (1) CN101364918B (en)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101888682B (en) * 2010-04-21 2012-12-19 东南大学 Method for realizing wireless personal area network routing protocol based on ultra-wide band positioning assist
CN101854696B (en) * 2010-05-25 2012-10-10 重庆邮电大学 Routing method based on scheduling and link quality in wireless sensor network
CN101917299B (en) * 2010-09-07 2012-02-22 中国兵器工业系统总体部 Method for predicting reliability of communication network
CN101969322B (en) * 2010-11-09 2013-05-08 哈尔滨工业大学 Method for evaluating multi-time scale link of wireless sensor network
CN102883401B (en) * 2012-10-17 2014-09-10 江苏省邮电规划设计院有限责任公司 Realization method for prolonging life cycle of wireless multihop self-organizing network
CN103491590B (en) * 2013-09-26 2015-12-02 常熟理工学院 A kind of implementation method of wireless sensor network route of future generation
CN105979528B (en) * 2016-06-23 2019-04-09 重庆邮电大学 A kind of Cognitive-Cooperation network association resource allocation methods based on efficiency optimization
CN107249188B (en) * 2017-05-09 2020-05-22 西安电子科技大学 Wireless sensor network routing method based on digital watermarking and energy balance
CN107659501B (en) * 2017-09-20 2019-10-18 北京信息科技大学 Efficiency optimized transmission method and system based on complicated gradient network
CN111770551B (en) * 2020-07-09 2022-05-03 南方电网科学研究院有限责任公司 Method, system and equipment for communication between gateways of high-dynamic uncertain link
CN113487828B (en) * 2021-07-05 2022-10-28 广州市市政集团有限公司 Patrol alarm system based on 5G network and law enforcement recorder
CN116208527B (en) * 2023-02-28 2024-03-26 西安电子科技大学 Method for evaluating destructiveness of mobile self-organizing network limited by transceiver
CN117580125A (en) * 2023-11-16 2024-02-20 中山大学 Underwater sensor network routing protocol system based on weighted link quality

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1385970A (en) * 2002-06-25 2002-12-18 南京东大移动互联技术有限公司 Multiplexer parallel transmission broadband high-speed frequency-hopping communication method and device thereof

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1385970A (en) * 2002-06-25 2002-12-18 南京东大移动互联技术有限公司 Multiplexer parallel transmission broadband high-speed frequency-hopping communication method and device thereof

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
郑彦光等.无线Mesh网络技术及其应用.《电力系统通信》.2007,第28卷(第177期),16-20. *

Also Published As

Publication number Publication date
CN101364918A (en) 2009-02-11

Similar Documents

Publication Publication Date Title
CN101364918B (en) Efficiency reliable routing method based on link quality for multi-hop wireless sensor network
JP6928603B2 (en) How to adaptively and jointly manage the routing and retransmission policies of nodes in an underwater network and how to implement them.
CN1918858B (en) Cost determination in a multihop network
CN101415248B (en) Method for establishing layer-striding dynamic source route protocol based on load balance
Zhou et al. Efficient multipath communication for time-critical applications in underwater acoustic sensor networks
Dong et al. Performance analysis of multihop-diversity-aided multihop links
Zhou et al. Energy efficient multi-path communication for time-critical applications in underwater sensor networks
CN101945432A (en) Multi-rate opportunistic routing method for wireless mesh network
CN101695179B (en) Method for forwarding messages on DTN or ICN network in way of self-adoption changeable probability
CN104113855A (en) Channel-based routing algorithm of wireless self-organizing network
Korkmaz et al. Characterizing link and path reliability in large-scale wireless sensor networks
Zhu et al. A comprehensive minimum energy routing scheme for wireless ad hoc networks
CN103152788B (en) Game-based VMIMO (Virtual Multiple Input Multiple Output) cooperative routing method
CN103108372A (en) Interference sensing cross-layer routing method based on node sending and receiving capacity
Daabaj et al. Reliable routing scheme for indoor sensor networks
Wei et al. A low-overhead energy-efficient ARQ protocol for wireless sensor networks
CN103686916A (en) Multi-path data transmission method of industrial wireless sensor network based on surplus energy and expected transmission count
Nikose et al. A comparative analysis and design study of cross layer scheme based algorithm to increase the Qos performances in wireless communication
Othmen et al. Fuzzy logic based on-demand routing protocol for multi-hop cellular networks (5G)
Issariyakul et al. Analysis of end-to-end performance in a multi-hop wireless network for different hop-level ARQ policies
Bokhari et al. AMIRA: interference-aware routing using ant colony optimization in wireless mesh networks
Geng A cross layer qos design model for mobile ad hoc networks
Golański et al. RBCP-WSN: The Reliable Biderectional Control Protocol for Wireless Sensor Networks
Yang et al. Minimum-energy route configuration for wireless ad hoc networks
Trung et al. Location-aided multipath routing method for mobile ad hoc wireless networks

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
C17 Cessation of patent right
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20100901

Termination date: 20130925