CN105611598B - Multi-hop cognitive radio network oriented reliable data transmission method - Google Patents
Multi-hop cognitive radio network oriented reliable data transmission method Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W40/00—Communication routing or communication path finding
- H04W40/02—Communication route or path selection, e.g. power-based or shortest path routing
- H04W40/023—Limited or focused flooding to selected areas of a network
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W40/00—Communication routing or communication path finding
- H04W40/02—Communication route or path selection, e.g. power-based or shortest path routing
- H04W40/04—Communication route or path selection, e.g. power-based or shortest path routing based on wireless node resources
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W40/00—Communication routing or communication path finding
- H04W40/24—Connectivity information management, e.g. connectivity discovery or connectivity update
- H04W40/32—Connectivity information management, e.g. connectivity discovery or connectivity update for defining a routing cluster membership
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- H04W72/1221—Wireless traffic scheduling based on age of data to be sent
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Abstract
The invention discloses a multi-hop cognitive radio network oriented reliable data transmission method. The method divides end-to-end transmission delay and data packet delivery rate into single-hop transmission delay and data packet delivery rate constraint in a multi-hop cognitive radio network, proposes a data packet single-hop effective advance rate and node reliability concept, and is used for calculating an optimal candidate forwarding node set for ensuring single-hop data packet delivery rate and single-hop transmission delay constraint. In the method, the data packet single-hop effective advance rate and the node reliability are used as comprehensive evaluation indexes for routing in order to meet the end-to-end transmission delay and data packet delivery rate constraint. The data packet transmission delay is reduced by selecting a route with high data packet single-hop effective advance rate; the channel switching frequency and the packet loss rate are effectively reduced by selecting a node which is influenced little by the activity of a master user and has low available channel utilization rate as a forwarding node.
Description
Technical field
The present invention relates to wireless communication field, particularly to a kind of reliable number towards multi-hop cognition radio net
According to transmission method.
Background technology
With the appearance of radio communication new business and new product, wireless communications market is continuous to the demand of radio spectrum resources
Increase, under static spectral allocation strategy, some unauthorized frequency range dimension users competition uses are very crowded, and many authorizes
The frequency spectrum service efficiency of frequency range is low, there is substantial amounts of frequency spectrum cavity-pocket.Cognitive radio is effective as solve the above problems
One of approach, is a kind of intelligent wireless communication system, it has the learning ability based on artificial intelligence technology, can be cognitive outer
The change of portion's environment, and change some running parameters of its own, such as operating frequency, modulation technique, transmit power by real-time
Deng so as to internal state can adapt to the statistical change of wireless propagation environment, so as to carrying out the purpose of reliable communication.
In the wireless sensor network being distributed using static spectral, due to sharing with increasing Wireless Telecom Equipment
Unauthorized frequency range causes channel congestion, leads to bursts dropping ratio to increase, propagation delay time cannot be guaranteed end to end, therefore will
Cognitive radio technology is applied to wireless sensor network, forms a kind of multi-hop cognition radio net.Multi-hop cognition radio
Network is a kind of dynamic spectrum access realizing source node multi-hop wireless communication between destination node based on cognitive radio
Network.In described network, primary user refers to obtain the user of frequency range mandate, and secondary user refers to not obtain the use of frequency range mandate
Family.Primary user has preferential right to frequency spectrum, can be at any time using frequency spectrum.Secondary user must use authorization channel in primary user
When, it is switched to another idle channel to avoid the interference of primary user's communication.Therefore, only consider the Routing Protocol of fixed frequency spectrum distribution
No longer applicable, need to propose a kind of new Routing Protocol towards multi-hop cognition radio net.
Content of the invention
For above-mentioned subproblem, the invention provides a kind of reliable data transmission towards multi-hop cognition radio net
Method;
The method comprising the steps of:
S100, the next-hop candidate forward node set F of calculating current data packet sending node ii, and determine set FiIn
The preferential forwarding order of node;
S200, it is based on step S100, described node i is to described set FiIn each node broadcasts packet;
S300, the described packet of transmission, and judge whether described packet sends successfully.
Brief description
Fig. 1 is the use example in one embodiment of the invention based on ON/OFF model PU channel;
Fig. 2 is the positive examples of ranges figure of one embodiment of the invention interior joint i;
Fig. 3 is the routing algorithm flow chart towards multi-hop cognition radio net proposing in one embodiment of the invention;
In the case of Fig. 4 is for having three both candidate nodes in one embodiment of the invention, each both candidate nodes single-hop delay
Computational methods exemplary plot;
Fig. 5 is to calculate positive set C in one embodiment of the inventioniThe flow chart of interior joint weight;
Fig. 6 is to calculate orderly candidate forward node F in one embodiment of the inventioniFlow chart.
Specific embodiment
With specific embodiment, the present invention is further detailed below in conjunction with the accompanying drawings:
In one embodiment, the invention discloses a kind of authentic data method towards multi-hop cognition radio net,
The method comprising the steps of:
S100, the next-hop candidate forward node set F of calculating current data packet sending node ii, and determine set FiIn
The preferential forwarding order of node;
S200, it is based on step S100, described node i is to described set FiIn each node broadcasts packet;
S300, the described packet of transmission, and judge whether described packet sends successfully.
Method described in the present embodiment, in multi-hop cognition radio net, will be passed propagation delay time data bag end to end
Friendship rate (i.e. QoS constraint end to end) is divided into the constraint of single-hop transmission time delay data Packet delivery ratio, and proposing packet single-hop has
Effect advanced speed and node reliability concept, for ensureing the transmitting of data.Methods described combines consideration packet list
Jump effective advanced speed and node reliability is routed.
In multi-hop cognition radio net, for ensureing the transmitting of data, Routing Protocol should ensure that packet at end
Transmission between end has certain service quality (Quality of Service, QoS).QoS constraint end to end refers mainly to
Constraint to end-to-end propagation delay time data Packet delivery ratio.Arrive due to there is not fixing end between source node and destination node
End link, network topology has the shadow being vulnerable to primary user's activity and position in unstability, and node communication routine
Ring, inter-node communication channel conditions are unstable, lead to be difficult to ensure packet propagation delay time and submit rate one end to end simultaneously
Surely meet QoS constraint.Therefore, replace QoS with " soft QoS ".Soft QoS refers to meet QoS constraint with certain Probability p, that is, with one
Fixed Probability p meets propagation delay time data Packet delivery ratio constraint end to end simultaneously.
In one embodiment, described step S100 specifically includes following steps,
S101:Judge destination node D whether within the communication range of current data packet sending node i, if so, then node
I directly delivers a packet to destination node D;Otherwise, execution step S102;
S102:Described node i passes through CCCH to positive node set CiIn node send routing request packet;
S103:Described set CiIn node after receiving routing request packet, each to node i send route response bag;
S104:Node i calculates next-hop candidate's forward node according to the nodal information obtaining in the route response bag receiving
Set Fi, and determine set FiThe preferential forwarding order of interior joint.
In the present embodiment, described routing request packet includes sending node ID and destination node ID, for example currently transmitted section
Point ID is 5, and destination node ID is 16, then routing request packet is (5,16).The content of described route response bag includes sending node
ID, destination node ID, node ID, if idle, idle channel list.Described nodal information is the node letter in route response bag
Breath, the main reliability including node and the effective advanced speed of single-hop.
Communication range described in the present embodiment applies to the concept of short-range wireless communications interfaces;For example, bluetooth and
Wifi has certain communication range, 10 meters or 100 meters.Therefore the communication range in the present embodiment refers to present node
I is the border circular areas with constant R as radius for the center of circle;As shown in Figure 2.
In one embodiment, described step S200 is specially:According to described route response bag, calculate node i and collection
Close FiIn each node j set of available channels CH (i, j), then node i pass through set of available channels CH (i, j) in reliability
Highest channel is to FiIn each node broadcasts packet.
In the present embodiment, because primary user position is different in described network, each node acceptor's User Activity
Impact is different, and the reliability of each node available channel has notable difference.The impact of channel acceptor's User Activity is less, channel
Utilization rate lower, the reliability of described channel is higher.The reliability of described node refers to that all available channels of this node can
Mean value by property.Analyzed by above, methods described selects the higher node of reliability as forward node, Neng Gouyou
Effect reduces channel switching times and packet loss, thus ensureing that packet submits rate.
In one embodiment, described S300 specifically includes following steps,
S301:Data in described packet, in transmission, if PU activity is detected, communication channel is switched to
In CH (i, j), the channel of reliability suboptimum is transmitted;
S302:If node i receives the ACK that certain next-hop candidate's forward node feedback is successfully received data, count
Send successfully according to bag;Otherwise, node i retransmits packet.
In the present embodiment, for each candidate's forward node, if being properly received packet, preferential according to itself
Power sets a timer.The priority of node is higher, and timing length is shorter.If before timing terminates, having correctly received data
Bag, then at the end of timing, this both candidate nodes passes through CCCH to node i and other both candidate nodes transmission ACK, statement
This both candidate nodes has been successfully received packet, then this both candidate nodes becomes the actual forward node of this jump.Other both candidate nodes are received
To after ACK, timing will be cancelled, no longer this packet be forwarded simultaneously.If at the end of timing, still confiscate packet, then
Think that this both candidate nodes does not receive packet, can not carry out data forwarding.If all both candidate nodes all do not receive packet,
Then node i retransmits to this packet.
In one embodiment, positive node set C described in step S102iCalculating comprise the following steps,
S1021:Take out the neighbor node set N of current data packet sending node iiOne of node, according to node
Geographical location information, calculates the deflection θ of this node;
S1022:Judge whether described deflection θ belongs to (0, pi/2), if it is, turning to then S10221;Otherwise, turn to
S10222;
S10221, this node is added to positive node set CiIn;
S10222, steering next node, and execution step S1021 again.
In the present embodiment, described routing algorithm is in forwarder selection, node only to positioned at this node to purpose section
Neighbor node set C in the range of point positive directioniBroadcast route request is grouped, and by the packet of the route replies of node calculate from
Present node is to set CiIn each node effective advanced speed.
In one embodiment, the computing formula of the deflection of described neighbor node is:
In above formula,Represent from node i to the direction of advance vector of destination node D;
Represent from node i to the direction of advance vector of destination node j.
In one embodiment, calculate next-hop candidate forward node set F in described step S104iWalk including following
Suddenly:
S1041:Initialization candidate's forward node set
S1042:Judge positive node set CiWhether it is empty;If it is empty, then execution step S1045;
Otherwise, execution step S1043.
S1043:From positive node set CiOne node of middle taking-up, this node is inserted into candidate forward node set Fi
In can make candidate forward node set FiNode weights are expected, at the maximum position of E (ω), to obtain current forward node sequence πj
(Fi);
S1044:Judge in current forward node sequence πj(Fi) under expectation E (t) of single-hop transmission time delay whether be less than or equal to
Single-hop transmission delay constraint di, and single-hop packet submits expectation E (p) of rate and whether submits rate more than or equal to single-hop packet
pi;If so, then execution step S1045;Otherwise, repeated execution of steps S1042;
S1045:Return current forward node sequence πj(Fi), then current forward node sequence is next-hop candidate and forwards
Node set Fi.
In the present embodiment, ordered candidate as shown in Figure 6 forwards set FiCalculation flow chart.Known current single-hop
Delay constraint diSubmit rate p with single-hop packetiWith positive node set Ci, calculate candidate using heuristic feasible operator and forward
Node set Fi, and determine priority order π of candidate's forward nodej(Fi).
In one embodiment, in described step S1044, single-hop packet submits rate predicted value pijComputing formula be:
Wherein
CH (i, j)=CH (i) ∩ CH (j), wherein CH (i) and CH (j) represent the idle channel of node i and node j respectively
Set;I, j represent node i and node j;K represents the idle channel k that node i and node j can use, wherein k ∈ CH (i,
j);ξikRepresent the idle probability of channel k in node i, the probability that is, node i is communicated using channel k and do not affected by PU activity;
ξjkRepresent the idle probability of channel k in node j, the probability that is, node j is communicated using channel k and do not affected by PU activity;
The desired computing formula that described single-hop packet submits rate is:
WhereinM represents node j in candidate's forward node sequence πj(Fi) in priority order, its
Middle priority relationship is:j1>j2>...>jn;
Single-hop packet for from node i to node jm submits the predicted value of rate.
In the present embodiment, rate predicted value p is submitted according to single-hop packetijThe single-hop packet calculating submits rate expectation
E (p) must is fulfilled for single-hop packet and submits rate piConstraint, i.e. E (p) >=pi.In the present embodiment, pijWithIt is identical concept
Different expression symbols,In why many individual m illustrate that priority in forwarding candidate collection for the neighbor node j
Sequentially, andTherefore single-hop packet submits rate expectation E (p) is that to submit rate according to single-hop packet pre-
Measured value pijCalculate.
In one embodiment, the computing formula of expectation E (t) of single-hop transmission time delay described in described step S1044
For:E(t)≤di;
Wherein:K, m, n each mean node j in candidate's forward node sequence πj(Fi) in priority order;I refers to current number
According to bag sending node, jk, jm, jnIt is the candidate neighbor nodes of node i;Represent that from node i transmits packets to node jkSound
The bright prediction time delay receiving used by packet;Represent that from node i transmits packets to node jnStatement receives used by packet
Prediction time delay.
In the present embodiment, single-hop transmission time delay diComputing formula be:
Wherein, T represents propagation delay time end to end, eiRepresent the time used up from source node to node i, rhiRepresent
Node i estimates jumping figure to destination node D.
In the present embodiment, as the above analysis, the constraint d of single-hop QoSiIt is as actually cumulative time delay and previously
Link condition changing.Therefore, it is understood that increase with node weights, the i.e. effective advanced speed of node single-hop
Increase and node reliability increase, can reduce thereafter single-hop QoS constraint, extend to packet data delivery when so end to end
Friendship rate is easier to be protected.
In one embodiment, described step S1043 node weights computing formula is
Wherein, α is factor of influence, α ∈ [0,1];ψ(vij) andRepresent that the single-hop of packet is effectively advanced speed respectively
Rate vijReliability r with node jjValue after standardization, 0≤ψ (vij)≤1,0≤φ(ri)≤1.
In the present embodiment, factor of influence α is bigger, the priority of node affected by the effective advanced speed of single-hop bigger,
Conversely, the reliability of node affects bigger, α ∈ [0,1] to the priority of node.
In one embodiment, the effective advanced speed computing formula of described packet single-hop is
Wherein,
θ is vectorWith vectorAngle;
Wherein:Represent from node i to the direction of advance vector of destination node D;
Represent from node i to the direction of advance vector of destination node j;
I represents currently transmitted node, and j is the neighbor node of node i, and D represents destination node;(xi,yi) represent node i
Geographical coordinate;(xj,yj) represent node j geographical coordinate;(xD,yD) represent destination node D geographical coordinate;
tijRepresent that from node i transmits packets to the estimated time that node j statement receives this packet.
In the present embodiment, the effective advanced speed of the single-hop of described packet refers to that in the unit interval, packet is in positive direction
The coverage of a upper jump of advancing.When being as actually cumulative due to the propagation delay time data Packet delivery ratio constraint of single-hop QoS
Prolong and previous link condition is changing, the effective advanced speed of single-hop of therefore packet is bigger, more can effectively drop
The low data packet transmission delay constraint often jumped thereafter, so propagation delay time constraint end to end is easier to be protected.
In one embodiment, the neighbor node j Calculation of Reliability formula of described node i is
Standardizing formula is
Wherein, Nc represents all available channel number of node j,ξjkRepresent channel in node j
The idle probability of k,ujThe utilization rate of k channel k that j-th node monitors of () expression arrive, T is that time window is big
Little, in time window, the channel k occupied time is tbusy;
rjRepresent the reliability of node j, rjK () represents the reliability of k-th channel of node j;CiJust represent node i
To neighbor node set, | Ci| represent the positive neighbor node number of node i, rkRepresent k-th neighbour in positive neighbor node set
Occupy the reliability of node.
In this embodiment it is stipulated that end to end QoS be constrained to propagation delay time T data Packet delivery ratio P end to end.By
In the unstability of communication link, the disposable time complexity obtaining all link informations end to end consumes greatly and extremely very much
Node resource, and the link information of each jump can be obtained with relatively low cost.Therefore, we will qos requirement draw end to end
The QoS being divided into every jump constrains.Use diAnd piRepresent the propagation delay time data Packet delivery ratio constraint of the next-hop of node i respectively, then
It is constrained in single-hop QoS of node i:
In above formula, eiRepresent time of having used up from source node to node i, node i estimates jump to destination node D
Number scale is rhi.
In one embodiment, towards multi-hop cognition radio net, a kind of reliable data transmission method is proposed, described
Cognitive radio technology is applied in wireless sensor network method, sets up a multi-hop cognition radio net model.?
Node in described network model is divided into two classes:Primary user (Primary User, PU) node and time user (Secondary
User, SU) node.Using ON/OFF model, each authorization channel is modeled in shown network, as shown in Figure 1 based on
The use exemplary plot of ON/OFF model PU channel.When PU uses channel transmission data, channel is in ON state;When PU does not use
During this channel, channel is in OFF state.SU node can be used in the channel transmission data of OFF state.In described model,
Assume that the state between PU channel is separate.
In described ON/OFF model, arrange the status switch { S representing channel k using random binary numbern, n >=1 }, its
In " 1 " represent channel and be in ON state, " 0 " represents channel and is in OFF state.Use N respectivelytAnd FtRepresent ON state lasting when
Between and OFF state duration, NtObedience parameter is λkExponential distribution, FtObedience parameter is μkExponential distribution, then kth
The probability that individual channel is in OFF state is:
All the sensors node is all SU node, heretofore described source node, destination node, head-end site,
Neighbor node, forward node are all referring to sensor node.Each sensor is equipped with a cognitive radio receiver.Cognitive nothing
Line electricity receiver has frequency spectrum perception function so that the idle frequency spectrum that SU node can periodically search in surrounding environment is believed
Breath.On this basis, each SU node all each safeguards an available authorization channel status list and an idle channel list.
Available authorization channel status list includes ID, current busy-idle condition, idle probability and utilization rate four part of each channel.Described
The current busy-idle condition of channel represents that channel is currently idle (OFF) or busy (ON), and 1 represents busy, and 0 represents idle.Institute
The idle probability stating channel k in node i refers to the probability that channel k is not affected by PU activity, and computing formula is:
Wherein, xi=1 represents that node i is located in the mandate PU node communication range of channel k, is affected by PU activity, xi=0
Then represent that node i is not affected by this PU activity.
Communication range described herein applies to the concept of short-range wireless communications interfaces.
For example, bluetooth and wifi have certain communication range, 10 meters or 100 meters.Therefore communication range is typically
Refer to present node i the border circular areas for the center of circle with constant R as radius.Can refer to Fig. 2 to be understood.
Described channel utilization represents the busy extent of channel, and the time of occupied equal to channel (being in busy condition) is with always
The percentage of time.Setting time window size is T, and in time window, the channel k occupied time is tbusy, then i-th
Shown in the utilization rate computational methods such as formula (3) of the channel k that node monitors arrive.Channel reliability refer to the idle probability of channel with
The ratio of utilization rate.The idle probability of channel is bigger, utilization rate is lower, and the reliability of channel is higher, and computing formula is (4).
The reliability of described node refers to the mean value of this node all available channels reliability, and the reliability of node is got over
Height, is subject to the possibility of PU moving obstacle less, and available free channel time is longer, is more conducive to subtracting in node communication routine
Channel switching times with reducing bursts dropping ratio, the therefore Calculation of Reliability formula for the neighbor node j of node i are less
(5), wherein NcRepresent all available channel number of node j.
Idle channel list refers to that in available authorization channel status list, the current busy-idle condition of channel is idle channel
List, including channel id, the idle probability of channel and utilization rate.Represent the sky of node i and node j with CH (i) and CH (j) respectively
Idle channel set, then node i and node j can only be communicated by the channel in CH (i, j)=CH (i) ∩ CH (j), channel k
Reliability definition for communicating between node i and node j is:
In two node communication, described Channel assignment principle is:Prioritizing selection has the r of maximumijK the channel of () is as number
According to bag transmission channel, if PU activity being detected by frequency spectrum perception in transmitting procedure interior joint, being switched to and there is less rij(k)
Idle channel be transmitted.
Can node i be successfully transmitted packet to node j, has substantial connection, therefore from node i with the idle probability of channel
Submit predicted value p of rate to node jijComputing formula is (7), wherein
In this embodiment, each SU node stores all immediate neighbor nodes (only including SU node) and destination node
The geographical location information of (sink node).As shown in Figure 2 it is assumed that node i will send packet to destination node D in example, j is
One neighbor node of i, the wherein geographical coordinate of node i are (xi,yi), the geographical coordinate of node j is (xj,yj), destination node
The geographical coordinate of D is (xD,yD), the direction of advance from i to D is defined as vectorDirection.Fixed
The deflection θ of adopted node is vectorWith vectorAngle, computational methods are as shown in formula (8).If θ ∈ (0, π
2), then node j is called the positive node to destination node D direction for the node i.Packet from node i to node j effectively advance away from
Exist from for geographic distance between i and jProjection on direction, computing formula is (9).
Use NiRepresent all immediate neighbor node set of node i, CiRepresent the set of all forward direction nodes of node i, Fi
Represent candidate's forward node set of next-hop, then have
Positive node set CiCalculation procedure as follows:
S11:Take out set NiOne of node, according to the geographical location information of node, calculate the deflection of this node
θ.
S12:Judge whether θ belongs to (0, pi/2), if so, then this node is added to positive node set CiIn.Otherwise,
Execution step S101.
Give towards multi-hop cognition radio net method flow diagram in the present invention in Fig. 3, step is:
S21:Judge destination node D whether within the communication range of present node i, if so, then node i directly by data
Bag is sent to destination node D;Otherwise, execution step S22.
S22:Node i passes through CCCH to positive node set CiIn node send routing request packet (<Send
Node ID, destination node ID>).
S23:CiIn node after receiving routing request packet each to node i send route response bag (<Sending node
ID, destination node ID, node ID, if idle, idle channel list>).
S24:Node i calculates next-hop candidate's forward node collection according to the nodal information obtaining in the route response bag receiving
Close Fi, and determine FiThe preferential forwarding order of interior joint.
S25:Route response bag, calculate node i and F according to nodeiIn each node j set of available channels CH (i,
J), then node i passes through in each CH (i, j) reliability highest channel to FiIn each node broadcasts packet.
S26:Data is in transmission, if by frequency spectrum perception Function detection to PU activity, communication channel is switched
To CH (i, j), the channel of reliability suboptimum is transmitted.
S27:If node i receives the ACK that certain both candidate nodes feedback is successfully received data, packet sends into
Work(;Otherwise, node i retransmits packet.
For each candidate's forward node, if being properly received packet, according to itself one meter of priority settings
When device.The priority of node is higher, and timing length is shorter.If before timing terminates, have correctly received packet, then tie in timing
During bundle, this both candidate nodes passes through CCCH to node i and other both candidate nodes transmission ACK, states that this both candidate nodes becomes
Work(receives packet, then this both candidate nodes becomes the actual forward node of this jump.After other both candidate nodes receive ACK, will cancel
Timing, no longer forwards to this packet simultaneously.If at the end of timing, still confiscate packet then it is assumed that this both candidate nodes
Do not receive packet, can not carry out data forwarding.If all both candidate nodes all do not receive packet, node i is to this number
Retransmitted according to bag.
Due to the impact of PU activity, channel may be needed in data transmission procedure to switch it is assumed that node j is candidate's forwarding
Node set FiIn sort from high to low according to priority after m-th both candidate nodes, last logical of from node i and node j
In letter, channel switching times are κ, and one time handover delay is constant η, uses τmRepresent from node i to FiAccording to priority from height to
Low sequence after m-th both candidate nodes when transmission time on channel for the data, qmWhen representing last communication, from node i is to the
The queuing delay of m both candidate nodes, TDATARepresent that node i transmits data to m-th both candidate nodes under dynamic frequency spectrum deployment
Predicted time, computing formula is as follows:
TDATA=qm+τm+κ*η (10)
Use tijRepresent from node i to the single-hop delay of m-th both candidate nodes j, i.e. from node i broadcast data packet to m-th
The statement of both candidate nodes j is successfully received the time of ACK, and computing formula is:
tij=TDB+TDATA+m*(TAB+TACK) (11)
Wherein, TDBRepresent packet send when keep out of the way time delay, TABRepresent send ACK when keep out of the way time delay, both at
Constant.TACKRepresent that sending ACK from m-th both candidate nodes receives the time used by this ACK to node i and other both candidate nodes.
Fig. 4 be there are three both candidate nodes in the case of, the computational methods exemplary plot of each both candidate nodes single-hop delay.
When selecting forward node, the not only propagation delay time of single-hop to be considered, it is also contemplated that before the single-hop of packet is effective
Enter speed and therefore define single-hop effective advanced speed vijRepresent an effective forward travel distance of jump of packet in the unit interval, vijEnergy
The speed that effecting reaction packet transmits in jumping one, computing formula is as follows:
According to above-mentioned analysis and calculating, when selecting forward node, answer prioritizing selection node reliability high and make packet list
Jump the big node of effective advanced speed, therefore, the weight of calculation procedure calculate node as shown in Figure 5, formula is defined as:
ωj=α * ψ (vij)+(1-α)*φ(rj) (13)
In formula (13), factor of influence α is bigger, the priority of node affected by the effective advanced speed of single-hop bigger,
Conversely, the reliability of node affects bigger, α ∈ [0,1] to the priority of node.ψ(vij) and φ (ri) represent packet respectively
Single-hop effective advanced speed vijReliability r with node jjValue after standardization, i.e. 0≤ψ (vij)≤1,0≤φ(ri)≤
1, computing formula is as follows:
In this embodiment it is stipulated that end to end QoS be constrained to propagation delay time T data Packet delivery ratio P end to end.By
In the unstability of communication link, the disposable time complexity obtaining all link informations end to end consumes greatly and extremely very much
Node resource, and the link information of each jump can be obtained with relatively low cost.Therefore, we will qos requirement draw end to end
The QoS being divided into every jump constrains.Use diAnd piRepresent the propagation delay time data Packet delivery ratio constraint of the next-hop of node i respectively, then
It is constrained in single-hop QoS of node i:
In formula (16) (17), eiRepresent the time used up from source node to node i, node i is to destination node D
Jumping figure of estimating be designated as rhi, computing formula is (18).Wherein, Dist (i, D) represents node i to the Euclidean distance of node D,Represent hiJump the mean value of effective forward travel distance, computing formula is (19).
In formula (19), hiRepresent the jumping figure being passed through from source node to node i, a (hi) represent hiJump actual advance
Coverage,H before expressioniThe mean value of -1 effective forward travel distance of jump.
Use πj(Fi)={ j1,j2,...,jnRepresent FiThe preferential sequence forwarding of interior joint, wherein priority relationship is:j1>
j2>...>jn.Calculate according to πj(Fi) in order carry out forwarder selection, then single-hop packet submits the expectation of rate, single-hop
The expectation of propagation delay time and πj(Fi) the expectation computing formula of interior joint weight is:
Wherein,
As the above analysis, the constraint d of single-hop QoSiAnd riIt is as actually cumulative time delay and previous link condition
Changing.Therefore, it is understood that increase with node weights, the i.e. increase of the effective advanced speed of node single-hop and section
The increase of point reliability, can reduce single-hop QoS constraint thereafter, extend to packet data delivery friendship rate and just more hold when so end to end
Easily it is protected.Therefore, towards multi-hop cognition wireless reliable data transmission problem model it is:
maxE(ω)
Solve during this problem it is necessary to meet:
min|Fi|
E(t)≤di
E(p)≥pi
Provide ordered candidate in Fig. 6 and forward set FiCalculation flow chart.Known current single-hop delay constraint diAnd single-hop
Packet submits rate piWith positive node set Ci, being critical that of solving the above problems calculate candidate with heuristic feasible operator
Forward node set Fi, and determine priority order π of candidate's forward nodej(Fi), calculation procedure:
S31:Initialization candidate's forward node set
S32:Judge positive node set CiWhether it is empty.If so, then execution step S35.Otherwise, execution step S33.
S33:From CiOne node of middle taking-up, this node is inserted into FiIn can make set FiNode weights expectation E (ω) are
At big position, obtain current forward node sequence πj(Fi).
S34:Judge in current forward node sequence πj(Fi) under single-hop transmission time delay expectation E (t) whether less than or equal to single
Jump propagation delay time di, and single-hop packet submits expectation E (p) of rate and whether submits rate p more than or equal to single-hop packetiIf,
It is, then execution step S35;Otherwise, repeated execution of steps S32.
S35:Return forward node sequence πj(Fi).
Above example only not limits the technical scheme described by patent of the present invention in order to patent of the present invention to be described;Cause
Although this this specification has been carried out to patent of the present invention describing in detail with reference to each above-mentioned embodiment, this area
It will be appreciated by the skilled person that still patent of the present invention can be modified or equivalent;And all are special without departing from the present invention
The technical scheme of spirit and scope of profit and its improvement, it all should be covered in the right of patent of the present invention.
Claims (7)
1. a kind of reliable data transmission method towards multi-hop cognition radio net it is characterised in that methods described include with
Lower step:
S100:Calculate the next-hop candidate forward node set F of current data packet sending node ii, and determine set FiInterior joint
Preferential forwarding order;
S200:Based on step S100, described node i is to described set FiIn each node broadcasts packet;
S300:Transmit described packet, and judge whether described packet sends successfully;
Wherein, described step S100 specifically includes following steps:
S101:Judge destination node D whether within the communication range of current data packet sending node i, if so, then node i is straight
Connect and deliver a packet to destination node D;Otherwise, execution step S102;
S102:Described node i passes through CCCH to positive node set CiIn node send routing request packet;
S103:Described set CiIn node after receiving routing request packet, each to node i send route response bag;
S104:Node i calculates next-hop candidate's forward node set according to the nodal information obtaining in the route response bag receiving
Fi, and determine set FiThe preferential forwarding order of interior joint;
Wherein, calculate next-hop candidate forward node set F in described step S104iComprise the following steps:
S1041:Initialization candidate forward node set Fi=φ;
S1042:Judge positive node set CiWhether it is empty;If it is empty, then execution step S1045;
Otherwise, execution step S1043;
S1043:From positive node set CiOne node of middle taking-up, this node is inserted into candidate forward node set FiMiddle energy
Make candidate forward node set FiNode weights are expected, at the maximum position of E (ω), to obtain current forward node sequence πj(Fi);
S1044:Judge in current forward node sequence πj(Fi) under expectation E (t) of single-hop transmission time delay whether be less than or equal to single-hop
Propagation delay time constrains di, and single-hop packet submits expectation E (p) of rate and whether submits rate p more than or equal to single-hop packeti;If
It is, then execution step S1045;Otherwise, repeated execution of steps S1042;
S1045:Return current forward node sequence πj(Fi), then current forward node sequence is next-hop candidate's forward node
Set Fi;
The desired computing formula that in described step S1044, single-hop packet submits rate is:
Expectation E (ω) computing formula of described node weights is:
WhereinM represents node j in candidate's forward node sequence πj(Fi) in priority order, wherein priority
Relation is:j1> j2> ... > jn;
Single-hop packet for from node i to node jm submits the predicted value of rate;
ωjFor node weights;
Single-hop packet submits rate predicted value pijComputing formula be:
Wherein
CH (i, j)=CH (i) ∩ CH (j), wherein CH (i) and CH (j) represent node i and the idle channel set of node j respectively;
I, j represent node i and node j;K represents the idle channel k that node i and node j can use, wherein k ∈ CH (i, j);ξik
Represent the idle probability of channel k in node i;ξjkRepresent the idle probability of channel k in node j;
The computing formula of expectation E (t) of single-hop transmission time delay described in described step S1044 is:
Wherein:K, m, n each mean node j in candidate's forward node sequence πj(Fi) in priority order;I refers to current data packet
Sending node, jk, jm, jn are the candidate neighbor nodes of node i;Represent that from node i transmits packets to node jk statement
Receive the prediction time delay used by packet;Represent that from node i transmits packets to node jn statement and receives used by packet
Prediction time delay;
Described step S1043 node weights computing formula is
Wherein, α is factor of influence, α ∈ [0,1];ψ(vij) andRepresent single-hop effective advanced speed V of packet respectivelyijWith
Reliability r of node jjValue after standardization, 0≤ψ (vij)≤1,
2. according to claim 1 method it is characterised in that described step S200 specifically includes following steps:
S201:According to described route response bag, calculate node i and set FiIn each node j set of available channels CH (i,
j);
S202:Node i passes through in set of available channels CH (i, j) reliability highest channel to FiIn each node broadcasts data
Bag.
3. according to claim 2 method it is characterised in that described S300 specifically includes following steps:
S301:Data in described packet, in transmission, if primary user PU activity is detected, communication channel is switched
To CH (i, j), the channel of reliability suboptimum is transmitted;
S302:If node i receives the ACK that certain next-hop candidate's forward node feedback is successfully received data, packet
Send successfully;Otherwise, node i retransmits packet.
4. according to claim 1 method it is characterised in that in step S102 described forward direction node set CiBy with
Lower step obtains:
S1021:Take out the neighbor node set N of current data packet sending node iiOne of node, according to the geographical position of node
Confidence ceases, and calculates the deflection θ of this node;
S1022:Judge whether described deflection θ belongs to (0, pi/2), if it is, execution step S10221;Otherwise, execute step
Rapid S10222;
S10221, this node is added to positive node set CiIn;
S10222, steering next node, and execution step S1021 again.
5. according to claim 4 method it is characterised in that:
The computing formula of the deflection of described neighbor node is
In above formula,Represent from node i to the direction of advance vector of destination node D;
Represent from node i to the direction of advance vector of destination node j.
6. according to claim 1 method it is characterised in that:
The effective advanced speed computing formula of described packet single-hop is
Wherein,
θ is vectorWith vectorAngle;
Wherein:
Represent from node i to the direction of advance vector of destination node D;
Represent from node i to the direction of advance vector of destination node j;
I represents currently transmitted node, and j is the neighbor node of node i, and D represents destination node;(xi, yi) represent node i geography
Coordinate;(xj, yj) represent node j geographical coordinate;(xD, yD) represent destination node D geographical coordinate;
tijRepresent that from node i transmits packets to the estimated time that node j statement receives this packet.
7. according to claim 1 method it is characterised in that
The neighbor node j Calculation of Reliability formula of described node i isStandardizing formula is
Wherein, NcRepresent all available channel number of node j,ξjkRepresent the free time of channel k in node j
Probability,ujThe utilization rate of k channel k that j-th node monitors of () expression arrive, T is time window size, in the time
In window, the channel k occupied time is tbusy;
rjRepresent the reliability of node j, rjK () represents the reliability of k-th channel of node j;CiRepresent the positive adjacent of node i
Occupy node set, | Ci| represent the positive neighbor node number of node i, rkRepresent k-th neighbours' section in positive neighbor node set
The reliability of point.
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