MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)最新文献

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Blind Estimation of the Carrier Powers and SNRs in PCMA Satellite Signals by Cyclic Statistics 基于循环统计的PCMA卫星信号载波功率和信噪比盲估计
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017551
Andreas Feder, Martin Hirschbeck, Wolfgang H. Gerstacker
{"title":"Blind Estimation of the Carrier Powers and SNRs in PCMA Satellite Signals by Cyclic Statistics","authors":"Andreas Feder, Martin Hirschbeck, Wolfgang H. Gerstacker","doi":"10.1109/MILCOM55135.2022.10017551","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017551","url":null,"abstract":"A blind receiver for PCMA signals aims to detect the data symbols of the two carrier signals contained in the received aggregate signal. In order to execute a multi-user detection or sequence estimation scheme, the receiver needs to obtain knowledge on several signal and channel parameters. With the symbol rate, carrier frequencies and modulation schemes assumed to be known from prior processing steps, a blind estimation method for the powers of the carrier signals, and their respective individual signal-to-noise ratios, is proposed in this paper. The approach is based on the estimation of statistical features of the received signal that are selective w.r.t. the noise and the respective carrier signals by exploiting a sufficient deviation of their frequency offsets from each other. In particular, the cyclic correlation and the cyclic cumulants are estimated and used to infer the powers. Numerical simulation results demonstrate the usefulness of the proposed scheme.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122016884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Multicarrier DS-CDMA Based Integrated Sensing and Communication Waveform Designs 基于DS-CDMA的多载波综合传感与通信波形设计
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017835
Salil Sharma, V. Koivunen
{"title":"Multicarrier DS-CDMA Based Integrated Sensing and Communication Waveform Designs","authors":"Salil Sharma, V. Koivunen","doi":"10.1109/MILCOM55135.2022.10017835","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017835","url":null,"abstract":"Multicarrier Direct Sequence-CDMA (MC-DS-CDMA) is a well known modulation approach, that has desirable properties for joint radar-communications waveform design. We are considering radio frequency sensing and communications systems that are co-designed for mutual benefit. Such Integrated Sensing and Communication (ISAC) systems have a variety of civilian and military applications and will be in the core of emerging 6G wireless systems. A well-designed MC-DS-CDMA joint radar-communication waveform should (1) have Ambiguity Function (AF) close to ideal thumbtack shape, (2) facilitate using LPI/LPD waveforms and (3) allow for efficient interference management among different users and tasks in co-designed ISAC systems. In this paper we propose MC-DS-CDMA waveform designs for ISAC and investigate their properties including AFs, and cross-correlation among the waveforms.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122275882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating Human Intelligence to Bypass Information Asymmetry in Procurement Decision-Making 整合人类智能绕过采购决策中的信息不对称
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017736
Peter J. Caven, S. Gopavaram, L. Camp
{"title":"Integrating Human Intelligence to Bypass Information Asymmetry in Procurement Decision-Making","authors":"Peter J. Caven, S. Gopavaram, L. Camp","doi":"10.1109/MILCOM55135.2022.10017736","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017736","url":null,"abstract":"President Biden's Executive Order on Improving the Nation's Cybersecurity included two core components to enhance the security and integrity of the software supply chain: Labels and Software Bills of Materials. The National Institute of Standards and Technology (NIST) was tasked with establishing a security labeling program. Its initial design was based on Energy Star, a voluntary labeling program established by the Environmental Protection Agency (EPA) to allow businesses to communicate energy consumption information to consumers. Similarly, the National Telecommunications and Information Administration (NTIA) defined the minimum elements for the Software Bill of Materials (SBOM). These SBOMs are analogous to nutrition facts labels, as they detail all the software components used in a product. What combination of information, on labels or bills of materials, should be provided at each stage of the acquisition lifecycle? To answer this question we built on previous research on labels, procurement standards, best practices for IoT and software, and information proposed for labeling and SBOM programs. From that, we identified candidate features (and the purposes of those features) that were potentially salient during the acquisition process. We recruited participants from the Department of Defense community to sort those features according to their importance. We conclude that neither a single label nor a list of information can adequately support risk-informed decision-making across the acquisition process. We report how participants' information requirements correlated with their work roles. We offer recommendations for the next steps to design an effective label system to support cybersecurity-aware procurement.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125666408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
An Architectural Design for Autonomous and Networked Drones 自主和网络化无人机的架构设计
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017877
Umut Can Çabuk, M. Tosun, O. Dagdeviren, Yusuf Öztürk
{"title":"An Architectural Design for Autonomous and Networked Drones","authors":"Umut Can Çabuk, M. Tosun, O. Dagdeviren, Yusuf Öztürk","doi":"10.1109/MILCOM55135.2022.10017877","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017877","url":null,"abstract":"Drone technology is evolving rapidly, offering support for many new applications every day. Off-the-shelf drone products accessible at reasonable costs are enabling new applications and research directions from crowd management, product delivery, and smart cities to security and military applications. The potential of autonomous swarm missions opens up new research avenues; however, off-the-shelf drone products, as well as most commercial projects, lack features that are required by autonomous collective multi drone missions. One potential reason is that there is no consensus on how to develop drones with cooperative operation capacity systemically. This study suggests a generalized device architecture concerning both hardware and software organization to aid developers of cooperative drones designed for multi-drone missions. The proposed architecture grants autonomy and cooperation within a swarm. An additional solution is also provided to enable ad-hoc networking for drones when the drone platform does not natively support it. The architecture is developed and deployed on ModalAI VOXL m500 developer drone to achieve cooperative swarm sensing and is validated through use cases.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123975864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Linear, Efficient Multi-Carrier Envelope Tracking Power Amplifiers with Frequency Hopping for Phased Arrays 用于相控阵的线性、高效多载波包络跟踪跳频功率放大器
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017752
M. Navaroli, P. Draxler, Dane Malangone, Eric Brown, Edward Falcon, Jonmei J. Yan
{"title":"Linear, Efficient Multi-Carrier Envelope Tracking Power Amplifiers with Frequency Hopping for Phased Arrays","authors":"M. Navaroli, P. Draxler, Dane Malangone, Eric Brown, Edward Falcon, Jonmei J. Yan","doi":"10.1109/MILCOM55135.2022.10017752","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017752","url":null,"abstract":"An efficient, multi-carrier envelope tracking power amplifier system for next generation phased array applications, capable of frequency hopping over 500 MHz of bandwidth on four RF power amplifiers simultaneously from a single FPGA is presented with performance results. The band-limited Adagio envelope shaping technique enables multi-carrier envelope tracking to enhance RF power amplifier efficiency, while novel digital pre-distortion algorithms that generate multi-waveform models were developed to enhance linearity over wide bandwidths. Crest factor reduction algorithms were used to reduce the high PAPR that is a consequence of wide bandwidth multi-carrier signals. To validate the high efficiency and linearity of this parallelized system while frequency hopping, a combination of four different types of waveform signals, each containing two to four carriers spread across 500 MHz of bandwidth and independently frequency hopping, were tested on four separate ETPA elements simultaneously. Each of the four sub-systems demonstrated post digital pre-distortion results for spectral regrowth of better than -35 dBc, drain efficiency better than 35%, gain of 8 dB to 12 dB, and average output powers of 40 dBm to 43 dBm.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130220980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Space-Aerial-Ground-Sea Integrated Networks: Resource Optimization Security in 6G Networks 天空地海一体化网络:6G网络中的资源优化安全
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/milcom55135.2022.10017550
Sana Sharif, S. Zeadally, W. Ejaz
{"title":"Space-Aerial-Ground-Sea Integrated Networks: Resource Optimization Security in 6G Networks","authors":"Sana Sharif, S. Zeadally, W. Ejaz","doi":"10.1109/milcom55135.2022.10017550","DOIUrl":"https://doi.org/10.1109/milcom55135.2022.10017550","url":null,"abstract":"Future wireless networks ((beyond fifth-generation (B5G) and sixth-generation (6G) are expected to handle a large number of mobile and Internet of things (IoTs) devices by integrating space-aerial-ground-sea integrated (SAGSI) networks. Efficient resource management schemes in SAGSI networks are critical to tackle the challenges of seamless and high-quality wireless connectivity of heterogeneous devices anytime and any-where. However, keeping the security and privacy of individual and integrated networks intact while optimizing resources is essential. This paper studies and discusses security issues in SAGSI networks from a resource optimization perspective. We present a survey of recent literature on how resource optimization and security are co-related in different domains of overall networks while considering artificial intelligence, machine learning (AI/ML), Blockchain, edge computing, secure non-orthogonal multiple access (NOMA), and software-defined networking (SDN) as potential technologies for secure SAGSI networks. We also provide future research directions and challenges in secure SAGSI networks.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127663013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Multi-Agent DRL-Based Computation Offloading in Multiple RIS-Aided IoV Networks 基于多agent drl的多ris辅助IoV网络计算分流
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017765
Bishmita Hazarika, Keshav Singh, Chih-Peng Li, S. Biswas
{"title":"Multi-Agent DRL-Based Computation Offloading in Multiple RIS-Aided IoV Networks","authors":"Bishmita Hazarika, Keshav Singh, Chih-Peng Li, S. Biswas","doi":"10.1109/MILCOM55135.2022.10017765","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017765","url":null,"abstract":"This paper considers an internet of vehicles (IoV) network consisting of vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) architecture aided by multi-access edge computing (MEC) servers deployed at base stations (BSs). The V2I communication is also assisted by multiple reconfigurable intelligent surfaces (RISs) for both uplink and downlink transmission. An intelligent task offloading methodology is designed to optimize the resource allocation scheme in the vehicular network which is based on the condition of the network and the priority and size of tasks. Furthermore, we also propose a multi-agent deep reinforcement learning (MA-DRL) algorithm for optimizing task offloading decision strategy and then compare its performance with benchmark DRL algorithms such as soft actor-critic (SAC), deep deterministic policy gradient (DDPG), twin delayed DDPG (TD3). Additionally, we compare the performance of the vehicle-to-BS or V2I offloading system with and without the presence of RIS in the proposed framework. Extensive numerical results are performed that demonstrate that the proposed MA-DRL-based RIS-assisted IoV network achieves higher utility, while improving the offloading rate of the tasks as well as ensuring that a higher percentage of offloaded tasks are completed compared to that of other DRL based and non-RIS assisted IoV frameworks.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129956575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Improving Text Security Classification Towards an Automated Information Guard 改进文本安全分类,实现信息自动化防护
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017557
Ilana Heintz, John Grothendieck, Fred Bernardin, Gregory Kuperman
{"title":"Improving Text Security Classification Towards an Automated Information Guard","authors":"Ilana Heintz, John Grothendieck, Fred Bernardin, Gregory Kuperman","doi":"10.1109/MILCOM55135.2022.10017557","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017557","url":null,"abstract":"Information residing at different levels of security classification cannot be effectively shared across resources that may benefit from the knowledge. We discuss the challenges and potential design choices for building an automated information guard to handle such information across systems or resources with varying authorities. We carry out experiments exemplifying one possible approach, bottom-up modeling, in the text domain, with promising results.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130512065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DeepADMR: A Deep Learning based Anomaly Detection for MANET Routing 基于深度学习的MANET路由异常检测方法
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017842
Alex Yahja, Saeed Kaviani, Bo Ryu, Jae H. Kim, Kevin Larson
{"title":"DeepADMR: A Deep Learning based Anomaly Detection for MANET Routing","authors":"Alex Yahja, Saeed Kaviani, Bo Ryu, Jae H. Kim, Kevin Larson","doi":"10.1109/MILCOM55135.2022.10017842","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017842","url":null,"abstract":"We developed DeepADMR, a novel neural anomaly detector for the deep reinforcement learning (DRL)-based DeepCQ+ MANET routing policy. The performance of DRL-based algorithms such as DeepCQ+ is only verified within the trained and tested environments, hence their deployment in the tactical domain induces high risks. DeepADMR monitors unexpected behavior of the DeepCQ+ policy based on the temporal difference errors (TD-errors) in real-time and detects anomaly scenarios with empirical and non-parametric cumulative-sum statistics. The DeepCQ+ design via multi-agent weight-sharing proximal policy optimization (PPO) is slightly modified to enable the real-time estimation of the TD-errors. We report the DeepADMR performance in the presence of channel disruptions, high mobility levels, and network sizes beyond the training environments, which shows its effectiveness.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"PP 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126419465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Mission Critical Resiliency with IRON 关键任务弹性与铁
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Pub Date : 2022-11-28 DOI: 10.1109/MILCOM55135.2022.10017728
Laura Poplawski Ma, Christopher Eck, David Duran, S. Zabele, Marina Gurevich, G. Lauer
{"title":"Mission Critical Resiliency with IRON","authors":"Laura Poplawski Ma, Christopher Eck, David Duran, S. Zabele, Marina Gurevich, G. Lauer","doi":"10.1109/MILCOM55135.2022.10017728","DOIUrl":"https://doi.org/10.1109/MILCOM55135.2022.10017728","url":null,"abstract":"The Intrinsically Resilient Overlay Network (IRON) architecture and implementation demonstrates that backpressure forwarding is a viable and beneficial technique for increasing capacity and resilience in real-world networks. IRON brings together numerous academic research papers into a working system that provides latency-bounded, prioritized, resilient network forwarding. IRON was previously demonstrated on wired IP networks in a bare-metal testbed. This work focuses on porting IRON into an emulated heterogeneous network spanning space, air, and land domains using a variety of transport networks (RF, SATCOM, and IP-over-fiber). Experimentation demonstrates that IRON improves the packet receive rate by as much as 164% and successfully ensures delivery of the most critical flows, even during link outages. Reactions to changes in the network (including link outages or capacity changes due to attacks or congestion) occur within milliseconds with no human involvement.","PeriodicalId":239804,"journal":{"name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","volume":"165 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123004915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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