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Real-Time and Embedded Systems Building Blocks for Cyber-Physical Systems

机译:用于网络物理系统的实时和嵌入式系统构建模块

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摘要

By converging the cyber world with the physical world, Cyber-Physical Systems (CPS) is expected to create a great impact on computer science and the society. This thesis proposes several real-time building blocks for CPS infrastructures.As for real-time wireless LAN, I compare various wireless communication paradigms and show that by deploying largest processing gain possible (i.e. lowest bit rate), DSSS-CDMA cell phone paradigm (i.e. each control loop occupies a CDMA channel between the remote station and the base station) achieves much higher reliability/robustness than main stream alternatives, such as IEEE 802.11, IEEE 802.15.4, and convolutional coding. For example, if a control loop sends one packet per second with a packet size of 152 bits, a DSSS-CDMA communication link using largest processing gain possible takes about 20dB more power to jam compared to an IEEE 802.11b link using packet retransmission. If the control loop sends ten packets per second, a DSSS-CDMA communication link is about 10dB more robust than an IEEE 802.11b link.As for real-time wired network, I propose a real-time crossbar switch design, which is not only compatible to, but also simpler than the main stream iSLIP switch design. Specifically, since real-time flows are predetermined and run consistently for long time, an iSLIP switch can be easily revised into a real-time switch: we only need to grant according to a deterministic schedule; and eliminate the request and accept steps. The schedule can be represented as an N by M matrix S, where N is the number of input(output) ports of the crossbar switch, and M cell-time is the period of the schedule. Let S(i,k) denote the element at the ith row and kth column of S. Then at the kth cell-time of each period, the ith input port forwards a cell to the S(i,k)th output port. Basically, this means the switch serves each real-time flow with clock-driven time-slicing. A flow of period P cell-time and message size of C cells are over-provisioned with a server that forwards ceil(C/floor(P/M)) cells every M cell-time. By mapping each real-time flow to a server, we derive an N by N demand matrix D. The element at the ith row and jth column of D, denoted as D(i,j), means every M cell-time, input port i has to forward D(i,j) cells to output j. We prove that as long as each input (output) is required to forward (receive) no more than M cells per M cell-time period, demand matrix D can always be scheduled within polynomial time (O(power(N,4))).I also designed a hard real-time, fast, and lightweight acoustic event localization protocol, the Lightning Protocol, for wireless sensor networks. Basically, wireless sensors are deployed in a square grid pattern. Every sensor is colored i (i = 1, 2, 3, 4), so that for any point on the plane, the enclosing four sensors have distinct colors. A sensor is either in RF listening or broadcasting mode (never both). Whenever a free (i.e. its state is neither winner nor loser) sensor hears the acoustic event, it broadcasts a noise on the wireless carrier for i time units. After that, if it does not hear any other noise on the wireless carrier, it wins the election; otherwise it loses the election. Whenever a free sensor hears a noise on the wireless medium, it loses the election. I prove this protocol elects the closest sensor with only O(1) RF broadcast within O(1) time. Energy Efficient Lightning Protocol is also designed, which only turns on RF module during localization period. Experiments using U. C. Berkeley Mica Motes show the feasibility of the protocol in lab environments.
机译:通过将网络世界与物理世界融合,网络物理系统(CPS)有望对计算机科学和社会产生巨大影响。本文提出了几种用于CPS基础设施的实时构建块。对于实时无线局域网,我比较了各种无线通信范例,并表明通过部署可能的最大处理增益(即最低比特率),DSSS-CDMA手机范例(也就是说,每个控制环都占用远程站和基站之间的CDMA信道。与主流替代方案(如IEEE 802.11,IEEE 802.15.4和卷积编码)相比,其可靠性/鲁棒性要高得多。例如,如果控制环路每秒发送一个具有152位数据包大小的数据包,则与使用数据包重传的IEEE 802.11b链路相比,使用最大可能的处理增益的DSSS-CDMA通信链路的阻塞功率大约高20dB。如果控制环每秒发送10个数据包,则DSSS-CDMA通信链路比IEEE 802.11b链路的鲁棒性高约10dB。对于实时有线网络,我提出了一种实时纵横开关设计,这不仅限于与主流iSLIP交换机设计兼容,但也更简单。具体来说,由于实时流量是预先确定的并且可以长时间连续运行,因此可以轻松地将iSLIP交换机修改为实时交换机:我们只需要按照确定的时间表进行授权即可;并消除请求并接受步骤。可以将调度表表示为N×M矩阵S,其中N是纵横开关的输入(输出)端口数,而M cell-time是调度表的周期。令S(i,k)表示S的第i行和第k列的元素。然后在每个周期的第k个信元时间,第i个输入端口将一个信元转发到第S(i,k)个输出端口。基本上,这意味着交换机通过时钟驱动的时间分片为每个实时流提供服务。服务器每隔M个单元转发ceil(C / floor(P / M))个单元,就会过度分配周期P单元时间流和C单元的消息大小。通过将每个实时流映射到服务器,我们得到一个N乘N的需求矩阵D。D的第i行和第j列的元素表示为D(i,j),表示每M个单元时间输入端口i必须转发D(i,j)个单元以输出j。我们证明,只要每M个单元时间段内每个输入(输出)转发(接收)M个单元以内,需求矩阵D始终可以在多项式时间内进行调度(O(power(N,4)) )。我还为无线传感器网络设计了硬实时,快速,轻量级的声音事件本地化协议Lightning Protocol。基本上,无线传感器以正方形网格模式部署。每个传感器都带有i色(i = 1、2、3、4),因此对于平面上的任何点,包围的四个传感器都有不同的颜色。传感器处于RF侦听模式或广播模式(两者都禁止)。每当有一个免费的(即其状态既不是赢家也不是输家)传感器听到声音事件时,它就会在无线运营商中以i个时间单位广播噪声。此后,如果它在无线运营商上没有听到任何其他噪音,则赢得选举。否则,它将失去选举。每当自由传感器听到无线介质上的噪音时,它就会失去选择。我证明该协议选择了在O(1)时间内仅广播O(1)RF的最近传感器。还设计了节能闪电协议,该协议仅在本地化期间打开RF模块。使用U. C. Berkeley Mica Motes进行的实验证明了该协议在实验室环境中的可行性。

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    Wang Qixin;

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  • 年度 2008
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  • 正文语种 {"code":"en","name":"English","id":9}
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