DATA ANALYSES USING COMPRESSIVE SENSING FOR INTERNET OF THINGS (IOT) NETWORKS

    公开(公告)号:US20190260830A1

    公开(公告)日:2019-08-22

    申请号:US16008351

    申请日:2018-06-14

    IPC分类号: H04L29/08 H04L12/66 H04L29/06

    摘要: Internet of Things (IoT) devices (101A) continuously capture raw data over a regular interval of time. The captured raw data is transmitted to gateway devices (101B) deployed in an environment, for example, a warehouse. Continuous transmission of such data leads to data redundancy, continuous channel utilization and bandwidth usage, etc. To overcome this problem, present disclosure implements a Compressive Sensing based Data Prediction (CS-DP) model that predicts data at the gateway devices by learning the data pattern received from IoT devices, estimates and computes, using a Compressive Sensing based Data Estimation (CS-DE) model, optimal data instead of considering the overall data captured at the gateway devices and reconstructs, using a Compressive Sensing based Data Reconstruction (CS-DR) model, missing data and/or corrupted data using the partial information received at the gateway devices.

    METHOD AND SYSTEM FOR SHARING OF UNLICENSED SPECTRUM

    公开(公告)号:US20180227769A1

    公开(公告)日:2018-08-09

    申请号:US15891610

    申请日:2018-02-08

    IPC分类号: H04W16/14 H04W74/08 H04W72/12

    摘要: The present application provides a method and system for sharing of unlicensed spectrum. The disclosed method and system when implement improves the spectral efficiency of LTE users and also improves the overall performance of LAA and Wi-Fi users. A BS senses the channel for any ongoing transmissions for a CCA period which is equal to DIFS time period of Wi-Fi. If the channel is busy (CCA-busy), it enters into back-off stage by selecting a uniform random number from [0, C0−1] as the back-off counter, where C0 is the fixed congestion window size. If the channel is free for a CCA period (CCA-idle), the back-off counter gets decremented by unity until it reaches zero. Once the back-off counter reaches zero, LAA again senses and schedules its down-link transmissions for a maximum channel occupancy period, provided the channel is free.

    SYSTEMS AND METHODS FOR APPLICATION-AWARE DYNAMIC SLICING IN RADIO ACCESS NETWORK (RAN)

    公开(公告)号:US20230037228A1

    公开(公告)日:2023-02-02

    申请号:US17672991

    申请日:2022-02-16

    IPC分类号: H04W16/10 H04W16/04 H04W24/08

    摘要: Fifth generation and beyond (5G+) systems are expected to adopt new network architectures, services, and deployment schemes for compatibility with the latest technologies and end user's needs. With increase in user equipment (UE), also come variety of advanced applications and use-cases, wherein each application type has its own KPI requirements. Existing resource allocation schemes in cellular networks are not able to handle such dynamic requirements due to which network slice can lead to unwanted mismanagement of resources. Present application provides systems and methods for application-aware dynamic slicing in radio access network (RAN), wherein RAN slicing is proactively managed by learning historical slice demands and consumptions. Once slices are created, the system allocates resources to user equipment by following optimal inter-slice and intra-slice mechanisms based on application type(s), traffic demand(s) and wireless characteristics of UE. Upon resource allocation the UE are further monitored to avoid resource misutilization and resource wastage.

    METHOD AND SYSTEM FOR OPTIMAL CACHING OF CONTENT IN AN INFORMATION CENTRIC NETWORKS (ICN)
    5.
    发明申请
    METHOD AND SYSTEM FOR OPTIMAL CACHING OF CONTENT IN AN INFORMATION CENTRIC NETWORKS (ICN) 有权
    信息中心网络(ICN)内容的最佳访问方法与系统

    公开(公告)号:US20160173604A1

    公开(公告)日:2016-06-16

    申请号:US14966611

    申请日:2015-12-11

    IPC分类号: H04L29/08

    摘要: The present application provides a method and system for optimal caching of content in the Information Centric Networks (ICN) and a cache replacement based on a content metric value. The method and system comprises requesting for a plurality of content by a user to a nearest local or edge ICN cache router; delivering by the local or edge ICN cache router the requested plurality of content to the user if it is available in its cache; else forwarding the request for the plurality of content to any of intermediate ICN cache router for finding source of the requested plurality of content; downloading the plurality of content in its downstream path; and storing the downloaded plurality of content based on a content metric value derived by a content metric system (CMS) based on a plurality of network parameters for the requested plurality of content.

    摘要翻译: 本申请提供了一种用于信息中心网络(ICN)中的内容的最佳缓存的方法和系统,以及基于内容度量值的高速缓存替换。 所述方法和系统包括用户向最近的本地或边缘ICN高速缓存路由器请求多个内容; 由本地或边缘ICN高速缓存路由器将所请求的多个内容递送给用户,如果其在其高速缓存中可用; 否则将对所述多个内容的请求转发到任何中间ICN高速缓存路由器,以找到所请求的多个内容的源; 在其下游路径中下载多个内容; 并且基于由所述多个内容的多个网络参数,基于由内容度量系统(CMS)导出的内容度量值来存储下载的多个内容。

    PROVIDING REQUESTED CONTENT IN AN OVERLAY INFORMATION CENTRIC NETWORKING (O-ICN) ARCHITECTURE
    6.
    发明申请
    PROVIDING REQUESTED CONTENT IN AN OVERLAY INFORMATION CENTRIC NETWORKING (O-ICN) ARCHITECTURE 有权
    提供覆盖信息中心网络(O-ICN)架构中的要求内容

    公开(公告)号:US20160173374A1

    公开(公告)日:2016-06-16

    申请号:US14693949

    申请日:2015-04-23

    IPC分类号: H04L12/741

    摘要: Methods and systems for providing requested content to a user device in an Overlay Information Centric Network (O-ICN) architecture are disclosed herein. The method may include receiving a request for accessing content, from the user device. The request is routed to the ICN manager from an ICN router. The method may also include parsing the request to determine whether the request is an ICN based request. The ICN-based request is associated with a flag. Further, the method includes based on the determination, identifying at least one network entity hosting the requested content. The identification is based on a name of the content. The method also includes sending a notification to the at least one identified network entity for providing the requested content to the user device.

    摘要翻译: 本文公开了以覆盖信息为中心的网络(O-ICN)架构向用户设备提供所请求的内容的方法和系统。 该方法可以包括从用户设备接收访问内容的请求。 该请求从ICN路由器路由到ICN管理器。 该方法还可以包括解析请求以确定请求是否是基于ICN的请求。 基于ICN的请求与一个标志相关联。 此外,该方法包括基于该确定,识别托管所请求的内容的至少一个网络实体。 该标识基于内容的名称。 该方法还包括向至少一个所识别的网络实体发送通知,用于向用户设备提供所请求的内容。

    SYSTEMS AND METHODS FOR ESTIMATING COMPUTATION TIMES A-PRIORI IN FOG COMPUTING ROBOTICS

    公开(公告)号:US20180276049A1

    公开(公告)日:2018-09-27

    申请号:US15894322

    申请日:2018-02-12

    摘要: In order to make use of computational resources available at runtime through fog networked robotics paradigm, it is critical to estimate average performance capacities of deployment hardware that is generally heterogeneous. It is also not feasible to replicate runtime deployment framework, collected sensor data and realistic offloading conditions for robotic environments. In accordance with an embodiment of the present disclosure, computational algorithms are dynamically profiled on a development testbed, combined with benchmarking techniques to estimate compute times over the deployment hardware. Estimation in accordance with the present disclosure is based both on Gustafson's law as well as embedded processor benchmarks. Systems and methods of the present disclosure realistically capture parallel processing, cache capacities and differing processing times across hardware.

    METHOD AND SYSTEM FOR DEVICE-TO-DEVICE OFFLOADING IN LTE NETWORKS
    8.
    发明申请
    METHOD AND SYSTEM FOR DEVICE-TO-DEVICE OFFLOADING IN LTE NETWORKS 审中-公开
    用于LTE网络中的设备去装置的方法和系统

    公开(公告)号:US20170026885A1

    公开(公告)日:2017-01-26

    申请号:US15212948

    申请日:2016-07-18

    IPC分类号: H04W36/22 H04W72/12 H04W72/04

    摘要: A method and system is provided for device-to-device (D2D) offloading in long term evolution (LTE) networks. The present application provides a method and system for device-to-device (D2D) offloading in long term evolution (LTE) networks, comprising processor implemented steps of selecting an offloader by a eNodeB (eNB) for a user device out of a plurality of user devices based on location of the user device and other closed proximity user devices, corresponding load and channel conditions upon receiving the offloading request from the user device; exchanging a control messages between the user device and the eNB; and between the eNB and the offloader; and scheduling of resource blocks (RBs) by the eNB for the user device and the offloader in D2D offloading.

    摘要翻译: 为长期演进(LTE)网络中的设备到设备(D2D)卸载提供了一种方法和系统。 本申请提供了一种用于长期演进(LTE)网络中的设备到设备(D2D)卸载的方法和系统,包括由eNodeB(eNB)为多个用户设备中的用户设备选择一个卸载器的处理器实施步骤 基于用户设备和其他闭合邻近用户设备的位置的用户设备,在从用户设备接收到卸载请求时的相应负载和信道条件; 在用户设备和eNB之间交换控制消息; 并且在eNB和卸载器之间; 以及用于eNB的用户设备的资源块(RB)的调度和在D2D卸载中的卸载器。

    ESTIMATING CACHE SIZE FOR CACHE ROUTERS IN INFORMATION CENTRIC NETWORKS
    9.
    发明申请
    ESTIMATING CACHE SIZE FOR CACHE ROUTERS IN INFORMATION CENTRIC NETWORKS 审中-公开
    在信息中心网络中估计高速缓存路由器的高速缓存大小

    公开(公告)号:US20160360000A1

    公开(公告)日:2016-12-08

    申请号:US15065520

    申请日:2016-03-09

    IPC分类号: H04L29/08 G06F12/12 G06F12/08

    摘要: A technique for estimating cache size for cache routers in information centric networks (ICNs) is disclosed. In an example, an average rate of incoming requests and a probability of occurrence of each request at a cache router in a predefined time interval is determined. Further, a relation between cache hit and cache miss with and without replacement is derived based on the probability of occurrence of each request. Furthermore, an entropy of the requests is computed based on the probability of occurrence of each request. Moreover, a diversity index of the requests is calculated based on the entropy and the average rate of the requests. A cache size for the cache router is then estimated based on a user defined probability of cache hit, the average rate of the requests, the diversity index of the requests and the relation between the cache hit and cache miss with and without replacement.

    摘要翻译: 公开了一种用于估计信息中心网络(ICN)中的高速缓存路由器的高速缓存大小的技术。 在一个示例中,确定进入请求的平均速率和在预定时间间隔中的高速缓存路由器处的每个请求的出现概率。 此外,基于每个请求的发生概率导出缓存命中和具有和不具有替换的高速缓存未命中之间的关系。 此外,基于每个请求的出现概率来计算请求的熵。 此外,基于熵和请求的平均速率来计算请求的分集索引。 然后,基于用户定义的高速缓存命中的概率,请求的平均速率,请求的分集索引以及高速缓存命中和具有和不具有替换的高速缓存命中之间的关系来估计高速缓存路由器的高速缓存大小。

    SYSTEM AND METHOD FOR ENHANCING LIFETIME AND THROUGHPUT IN A DISTRIBUTED WIRELESS NETWORK
    10.
    发明申请
    SYSTEM AND METHOD FOR ENHANCING LIFETIME AND THROUGHPUT IN A DISTRIBUTED WIRELESS NETWORK 有权
    在分布式无线网络中增强生命周期和延迟的系统和方法

    公开(公告)号:US20130250812A1

    公开(公告)日:2013-09-26

    申请号:US13849803

    申请日:2013-03-25

    IPC分类号: H04W24/02

    摘要: A system and method for enhancing lifetime and throughput in a distributed wireless network is disclosed herein. The method may include sensing, by a first machine, different parameters of at least one neighboring machine; updating, by the first machine, at least one parameter of said first machine based on said sensed parameters of said neighboring machine; generating, by the first machine, a signed-graph on the basis of the updated parameter, wherein said generated graph comprises at least two nodes representing said updated parameter and at least one edge interconnecting said two nodes; iteratively updating, by the first machine, the at least one parameter at different time-scales until convergence is achieved; and communicating, by the first machine, inter-layer updates in individual layers of a transmission protocol stack of the first machine due to said update of at least one parameter.

    摘要翻译: 本文公开了一种用于增强分布式无线网络中的寿命和吞吐量的系统和方法。 该方法可以包括由第一机器感测至少一个相邻机器的不同参数; 基于所述相邻机器的所述感测参数,由所述第一机器更新所述第一机器的至少一个参数; 由所述第一机器基于更新的参数生成有符号图,其中所述生成的图形包括表示所述更新参数的至少两个节点和互连所述两个节点的至少一个边缘; 由第一机器以不同的时间尺度迭代地更新至少一个参数,直到达到收敛; 以及由于所述至少一个参数的更新,所述第一机器在所述第一机器的传输协议栈的各个层中进行层间更新。