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車載網路之緊急合作式資料交換

Urgent Cooperative Data Exchange in a Vehicular Network

摘要


以往學者考慮合作式資料交換(cooperative data exchange,簡稱CDE)問題時,僅考慮網路為完全圖或至多只有2-hop的relay環境。本論文考慮車載網路上的CDE問題,稱為urgent CDE問題,或簡稱UCDE問題;此一問題和傳統CDE問題的主要差別有二:第一,由於車載網路為多跳(multi-hop)網路,因此我們須額外考量co-channel interference的問題;第二,由於車輛移動速度快,我們要求處理UCDE問題的資料傳輸須在三回合內結束。窮盡我們所知,目前尚未有任何文獻探討UCDE問題。本論文貢獻如下:由於UCDE問題為NP-complete,為了快速求出高品質的可行解,我們提出新的媒介存取控制(media access control,簡稱MAC)協定,稱為UCDE-MAC。在UCDE-MAC中,access point採用倒推法和貪婪演算法求出上傳與下傳階段的資料傳輸排程。模擬實驗結果顯示UCDE-MAC確實達成預期目標,且效能遠勝沒有網路編碼或速率調控的情況。

並列摘要


Prior work on cooperative data exchange (CDE) problem focuses only on the environment which is either a complete graph or a two-hop relay network. This paper considers a new type of CDE problem, called the urgent CDE (UCDE) problem, which is a CDE problem on a vehicular network. The differences between UCDE problem and CDE problem are mainly twofold: 1) Since the vehicular network is a multi-hop network, UCDE problem should additionally consider the co-channel interference; 2) Since the topology of a vehicular network is fast-changing, we require that the number of transmission rounds of a feasible solution to the UCDE problem is no more than three. The contributions of this paper are as follows: We model the UCDE problem as an integer linear programming problem, which is generally NP-complete. To tackle the UCDE problem, we propose a new MAC (medium access control) protocol, called UCDE-MAC, which uses backward induction and greedy approach to efficiently find out the near-optimal feasible solution. Finally, we conduct simulations to validate the superiority of UCDE-MAC.

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