Resources allocation module 301 first establishes the resource model and the relation between the APs and the STAs of the wireless network hotspot, and finds an LBSP, as shown in step 401 of
The following describes how the resource model between the APs and the STAs is established. A wireless network hotspot includes N APs. For simplicity, all the APs are assumed to be identical, where Ai is the i-th AP in the model, Ci is the bandwidth efficiency of Ai, where Ci is between 0 and 1. Ci=1 implies that the bandwidth of Ai is fully occupied, and Ai has no further bandwidth to provide services to an STA.
Sj is the j-th STA, and connects to Ai of the wireless network hotspot at the speed of Rij Kbps, for example, IEEE802.11b providing the STA with 1 Mbps, 2 Mbps, 5 Mbps, and 11 Mbps connection. Assuming Sj needs the nj service connections, and the k-th service connection is at the speed of rk. When Ai admits the nj service connections, Ai allocates ratej/Rij resources to these service connections, where ratej=Σk=1n
The following describes how the two relations between the APs and the STAs of the wireless network hotspot are established. The first relation is the coverage area relation between the APs and the STAs, and the second relation is the service relation between the APs and the STAs.
When some Sj performs wireless network channel scanning and finds Ai, Sj adds Ai to its scan list. Therefore, pi,j defines the coverage area relation between an AP and an STA.
If Sj issues a QoS request to Ai, and obtains the admission for connection, qi,j defines the service relation between an AP and an STA.
The above two relations can be obtained from the serving AP or through periodic or non-periodic measurement requests to the STAs.
When Sj needs more resources for new services, and the serving AP cannot admit the request, the load balancing method of the present invention is activated to adjust the load of the APs to accommodate the QoS request of Sj.
Referring to
The present invention is applicable to both centralized and decentralized wireless communication systems. In the centralized wireless communication system, a centralized server owns all the information about the APs and the STAs. The present invention uses a directed graph, i.e., directed resource-allocation graph, to describe the relation between the APs and the STAs of the wireless network hotspot, and find the LBSP. Then, the centralized server is used to balance the load of the APs to achieve load balancing of the wireless network.
In the decentralized communication system, where the information of APs and the STAs are scattered in each AP, the present invention uses information exchange to adjust the load among APs to achieve load balancing of the wireless network. Without the use of a centralized server, the cost can be further reduced. The following describes the present invention applied in a centralized and a decentralized wireless communication system, respectively.
In a centralized wireless communication system, the present invention uses a directed resource-allocation graph to describe the relation between the APs and the STA, and the loads on the APs. This directed resource-allocation graph includes a plurality of nodes and edges. The nodes represent the APs and the STAs. The edges include a plurality of assignment edges and claim edges.
As shown in
Through resource-allocation graph 600, the relation between APs and STAs can be easily understood. In a centralized wireless communication system, the resource model between the APs and the STAs of the wireless network hotspots established by resources allocation module 301 of the present invention is the resource allocation graph.
As mentioned, when S9 requests to A1 for wireless network phone service, and A1 is unable to admit the request, the load balancing apparatus of the present invention can be activated to find an LBSP and adjust the loads of APs to accommodate S9's request.
When more than one LBSP is found, many path selection solutions can be used to select an LBSP, for example, path that spends the minimal resources, shortest path, i.e., path that minimizes migration overhead. In the present invention, three paths can be found using resource-allocation graph: {(S9,A1), (A1,S4), (S4, A3), (A3, S6), (S6, A4)}, {(S9, A1), (A1, S4), (S4, A3), (A3, S7), (S7, A2)}, {(S9, A1}, (A1, S3), (S3, A2)}.
If the path that spends the minimal resources is selected, all the edges on the LBSP must be assigned a weight Wij. For an assignment edge, Wij=−Rij. For a claim edge, Wij=Rij. By adding all the weights of the edges on a path, the weight of an LBSP is calculated, and the LBSP with the minimal weight is selected.
If the shortest path is adopted, {(S9, A1), (A1, S3), (S3, A2)} will be selected.
Once the LBSP is selected, for example, {(S9, A1), (A1, S3), (S3, A2)}, the direction of the edges on the LBSP must be reversed; that is, assignment edge 603 becomes claim edge 605, and vice versa. Therefore, the path {(S9, A1), (A1, S3), (S3, A2)} is reversed into {(A1, S9), (S3, A1), (A2, S3)}. In this case, S9 is served by A1.
The above example uses an LBSP to achieve the admission of the QoS request. The LBSP sub-graph approach can also be used. That is, a plurality of LBSPs can be used together to achieve the load balancing and admission of the QoS request. The following describes the LBSP sub-graph approach using
When S9 request for QoS connection to A1, A1 must obtain the bandwidths of S3 and S4 to satisfy the S9's request. Therefore, a plurality of LBSPs must be selected to migrate S3 and S4 to neighbor APs, A3 and A3 respectively, to satisfy the request. This is the LBSP sub-graph, as shown in
The above two examples show how the present invention is applied to a centralized wireless communication system. The central server owns all the related information of APs and STAs, and the load balancing after the finding of LBSP is also performed by the central server. However, the centralized wireless communication system requires the extra hardware cost of the central server.
As mentioned, when the resource mode and the relation between the APs and STAs are established, all the possible LBSPs are found, and if there is more than one LBSp, several path selection solutions can be used to select the path, such as path that spends the minimal resources, shortest path, i.e., path that minimizes migration overhead. In addition, a plurality of LBSPs can be selected together to balance the load to accommodate the QoS request.
Because the centralized wireless communication network requires a central server, the present invention also provides a load balancing method for decentralized wireless communication network. The related information of APs and the STAs are scattered in each AP in a decentralized wireless communication system, and all the findings of the LBSP must be accomplished through information exchange between APs. This method includes the use of flooding to transfer the LBSP finding request to the neighbor AP to find a LBSP.
Step 904 is to set a threshold for the limited overhead parameter, and find the STAs in the serving AP meeting the following two conditions: (1) releasing the bandwidth and the serving AP able to admit the request, and (2) having neighbor AP for association. Then, the find LBSP request is transferred to the neighbor APs, and a timer T is activated. Finally, the next step is to wait for a response of an LBSP within the period of T.
According to the present invention, the find LBSP request includes the traced path, limited overhead parameter, threshold of the limited overhead parameter, and corresponding QoS parameters, and so on. The traced path includes the ID information of the APs and the STAs on the path. The limited overhead parameter may include the limits on the additional bandwidth, or the number of APs searched.
After the timer T is expired, if neighbor APs respond, the traced path included in the response is selected. If more than one response is received, a path selection solution is used to select a path, and take step 403 following the selected path.
As shown in step 905, if an LBSP is found within T, the last AP on the path includes the response of the traced path, and following step 403, which is described earlier. If no response is received by AP within T, the request is rejected, and a failure message is issued to the STA, as shown in step 906.
It is worth noticing that the T must set to effectively solve the problem of over-time in finding the LBSP.
As shown in
Step 1006 is to find the STAs that have neighbor APs for association, and once releasing the bandwidth, the serving AP can accommodate all the services of STAs going to be added to the traced path. Then, all the parameters except the limited overhead parameters in the find LBSP request are adjusted, for example, adding itself and corresponding STAs to traced path, and updating the QoS parameter of the corresponding STAs. Finally, the find LBSP request is transferred to all neighbor APs.
Similarly, an AP receiving the find LBSP request will follow the above flowchart, and so on, until the LBSP is found or the limited overhead parameter exceeds the threshold. This method can effectively solve the problem of over-time in finding the LBSP, and prevents finding the path that the migration overhead is too much.
Although the present invention has been described with reference to the preferred embodiments, it will be understood that the invention is not limited to the details described thereof. Various substitutions and modifications have been suggested in the foregoing description, and others will occur to those of ordinary skill in the art. Therefore, all such substitutions and modifications are intended to be embraced within the scope of the invention as defined in the appended claims.
Number | Date | Country | Kind |
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095137201 | Oct 2006 | TW | national |