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SenSys 2021 - proceedings of the 2021 19th acm conference on embedded networked sensor systems

SenSys 2021 - Proceedings of the 2021 19th ACM Conference on...

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19th acm conference on embedded networked sensor systems, SenSys 2021

ISBN: (纸本)9781450390972

the proceedings contain 108 papers. the topics discussed include: Mercury: efficient on-device distributed DNN training via stochastic importance sampling;FedMask: joint computation and communication-efficient personalized federated learning via heterogeneous masking;NELoRa: towards ultra-low SNR LoRa communication with neural-enhanced demodulation;MultiScatter: Multistatic backscatter networking for battery-free sensors;Wavoice: a noise-resistant multi-modal speech recognition system fusing mmWave and audio signals;MoRe-Fi: motion-robust and fine-grained respiration monitoring via deep-learning UWB radar;sense me on the ride: accurate mobile sensing over a lora backscatter channel;CurveLight: an accurate and practical indoor positioning system;SnapperGPS: algorithms for energy-efficient low-cost location estimation using GNSS signal snapshots;and enabling passive backscatter tag localization without active receivers.

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SenSys 2022 - proceedings of the 20th acm conference on embedded networked sensor systems

SenSys 2022 - Proceedings of the 20th ACM Conference on Embe...

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20th acm conference on embedded networked sensor systems, SenSys 2022

ISBN: (纸本)9781450398862

the proceedings contain 167 papers. the topics discussed include: breaking edge shackles: infrastructure-free collaborative mobile augmented reality;m5: facilitating multi-user volumetric content delivery with multi-lobe multicast over mmWave;quantifying the physical separability of RF-based multi-person respiration monitoring via SINR;Telesonar: robocall alarm system by detecting echo channel and breath timing;NFCapsule: an ingestible sensor pill for eosinophilic esophagitis detection based on near-field coupling;FedSEA: a semi-asynchronous federated learning framework for extremely heterogeneous devices;real-time tracking of smartwatch orientation and location by multitask learning;AiFi: AI-enabled Wi-Fi interference cancellation with commodity PHY-Layer Information;Hearing Heartbeat from Voice: Towards Next Generation Voice-User Interfaces with cardiac sensing functions;PriMask: Cascadable and collusion-resilient data masking for mobile cloud inference;and protean: an energy-efficient and heterogeneous platform for adaptive and hardware-accelerated battery-free computing.

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SenSys 2020 - proceedings of the 2020 18th acm conference on embedded networked sensor systems

SenSys 2020 - Proceedings of the 2020 18th ACM Conference on...

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18th acm conference on embedded networked sensor systems, SenSys 2020

ISBN: (纸本)9781450375900

the proceedings contain 162 papers. the topics discussed include: UWHear: through-wall extraction and separation of audio vibrations using wireless signals;exploring commodity RFID for contactless sub-millimeter vibration sensing;AcuTe: acoustic thermometer empowered by a single smartphone;LeakyTrack: non-coherent single-antenna nodal and environmental mobility tracking with a leaky-wave antenna;combating interference for long range LoRa sensing;symphony: localizing multiple acoustic sources with a single microphone array;EarphoneTrack: involving earphones into the ecosystem of acoustic motion tracking;milliEgo: single-chip mmWave radar aided egomotion estimation via deep sensor fusion;FM-track: pushing the limits of contactless multi-target tracking using acoustic signals;and zero-wire: a deterministic and low-latency wireless bus through symbol-synchronous transmission of optical signals.

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NanoCoCoA 2020 - proceedings of the 1st acm International Workshop on Nanoscale Computing, Communication, and Applications, Part of the 18th acm conference on embedded networked sensor systems, SenSys 2020

NanoCoCoA 2020 - Proceedings of the 1st ACM International Wo...

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1st acm International Workshop on Nanoscale Computing, Communication, and Applications, NanoCoCoA 2020, held in conjunction with the 18th acm conference on embedded networked sensor systems, SenSys 2020

ISBN: (纸本)9781450381161

the proceedings contain 8 papers. the topics discussed include: on the feasibility of flow-guided nanocommunication networks for some medical applications;a molecular communication scheme to estimate the state of biochemical processes on a lab-on-a-chip;hydrogel-based bio-nanomachine transmitters for bacterial molecular communications;toward dynamically adapting wireless intra-chip channels to traffic needs with a programmable metasurface;a cube-tree hybrid NoC topology with 3D mirroring technique for load balancing;secrecy capacity of diffusive molecular communication under biological spherical environment;metasurface sensing platforms for medical diagnostics;and work in progress: intelligent metasurface holograms.

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Ph.D. Forum: Leveraging Industrial Wireless sensor Networks for Energy-Efficient HVAC System Operations 24

Ph.D. Forum: Leveraging Industrial Wireless Sensor Networks ...

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22nd acm conference on embedded networked sensor systems, SenSys 2024

作者： Schlichter, Jan TU Braunschweig Braunschweig Germany

ISBN: (纸本)9798400706974

In this work, we present the design, usage and evaluation of Industrial Wireless sensor Networks (IWSNs) to enable the demand-driven operation of HVAC systems. We present a wireless sensor node in combination with a low-cost 3D airflow sensor, which uses differential pressure readings to calculate the airflow. We show how multi-connectivity can be used to increase the reliability of the data transmission between the sensor nodes and, therefore, create a reliable monitoring system for environmental conditions inside factories. Finally, we show how the collected data can be used to implement the automated and demand-driven operation of HVAC systems. © 2024 Copyright held by the owner/author(s).

关键词： sensor nodes

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Poster Abstract: Towards Speaker Identification on Resource-Constrained embedded Devices 21

Poster Abstract: Towards Speaker Identification on Resource-...

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21st acm conference on embedded networked sensor systems (SenSys)

作者： Gallacher, Markus Boano, Carlo Alberto Sankar, M. S. Arun Roedig, Utz Lunardi, Willian T. Baddeley, Michael Graz Univ Technol Graz Austria Univ Coll Cork Cork Ireland Technol Innovat Inst Abu Dhabi U Arab Emirates

ISBN: (纸本)9798400704147

Voice is a convenient and popular way to interact with our digital world. Besides translating speech to text, it is also possible to identify speakers based on their voice profile. To date, speaker identification has predominantly been limited to high-performance computational platforms owing to the intricate nature of the underlying algorithms. In this work, we demonstrate that it is possible to reduce model complexity by the required factor of similar to 10, such that speaker identification can be made feasible for embedded devices with limited resources. We further describe and discuss novel use cases, such as voice-based presence detection and authentication, that become feasible on these class of devices.

关键词： Machine Learning Speaker Identification embedded systems

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ConFIDe: A PWM-Driven Control-Fused Intrusion Detection System for Hardware Security in Unmanned Aerial Vehicles 19

ConFIDe: A PWM-Driven Control-Fused Intrusion Detection Syst...

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19th acm Asia conference on Computer and Communications Security (acm AsiaCCS)

作者： Asif, Muneeba Mohammad, Ahmad Rahman, Mohammad Ashiqur Akkaya, Kemal Florida Int Univ ACyD Lab Miami FL 33199 USA Middle Tennessee State Univ Murfreesboro TN USA Florida Int Univ ADWISE Lab Miami FL USA

ISBN: (纸本)9798400704826

With the rise in the application of unmanned aerial vehicles (UAVs), security concerns associated with them have become paramount. Similar to other cyber-physical systems, the primary working principle behind UAVs follows the sensor-controller-actuation cycle. Errors between the setpoints and sensor data are computed through a PID controller and translated to pulse width modulated (PWM) signals that control the orientation and movement of a UAV. Recent research has demonstrated intentional electromagnetic interference (IEMI)-based alteration of PWM signals causing unauthorized maneuvers and crashes in UAVs. PWM alteration attacks can be carried out in various ways. For instance, hardware Trojans (HTs) can manipulate the PWM signals, and given the untrusted supply chain, HTs are a critical threat. Adversaries can exploit the PWM signals to manipulate UAV operations subtly, bypassing traditional intrusion detection systems (IDSs) that only monitor sensor data. therefore, ensuring the integrity of PWM signals and their correlation with sensor and controller data is crucial for end-to-end UAV security. We address this need by proposing ConFIDe (Control-Fused Intrusion Detection system), a novel defense technique for UAVs. It verifies the integrity of the flight controller-generated PWM signals, ensuring the motors receive the signals free from hidden exploits. We validated our proposed IDS on different PWM alteration attack scenarios. In particular, we implemented a hardware Trojan attack targeting the PWM signals on a PX4-UAV to test the efficacy of the proposed IDS on a real system. ConFIDe performed well on all the attack scenarios, achieving a high ROC-AUC, including sensor attacks like GPS spoofing.

关键词： Unmanned aerial vehicles embedded systems hardware attacks PWM alteration attacks hardware Trojans intrusion detection systems cyber-physical systems

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NEXUS: A Tangible Multi-User sensor-Based Telematic Novel Mixing-Interface for Multimedial Exploration 24

NEXUS: A Tangible Multi-User Sensor-Based Telematic Novel Mi...

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19th International Audio Mostly conference (AM)

作者： Walter, HannaH ''Vyborg'' Larrieux, Eric Toche, Robert Spindler, Cedric Mueller, Patrick Zurich Univ Arts Inst Comp Mus & Sound Technol Zurich Switzerland Mycelium Bern Switzerland Univ Appl Sci & Arts Northwestern Switzerland Acad Mus Basel Switzerland Inst Comp Mus & Sound Technol Zurich Switzerland

ISBN: (纸本)9798400709685

this paper explores the realm of telematic performance practice, interconnecting geographically disparate locations and performers through telecommunication technologies. Specifically, we focus on networked multimedia mixing and advance the field within the framework of third-wave human-computer interaction, emphasizing embodied interaction. Along with a detailed introduction of our Novel Interface for Multimedial Exploration, the NEXUS, we provide insights into our first use-case scenario, employing the NEXUS-NIME within a telematic performance context. Adapting and expanding on existing examples of dimension spaces, we introduce a novel Dimension Space for Phenomenologically Situated Interaction, which accounts for situated embodiment. It is employed in a dimension space analysis comparing the NEXUS with historical interfaces for networked musical and multimedial expression that incorporate multimodal interactions through tangible user interfaces. In doing so we demonstrate the NEXUS's role as a transformative multi-user tool and bundle of NIMEs, shifting sound engineering practices from one of transparency and social fidelity to one of hypermediacy, risk and respons-ability. Drawing on concepts from feminist new materialism and posthumanism, the NEXUS opens new avenues for rendering-capable, for exploring complex interdependencies between human and non-human actors becoming-with in telematic ecosystems.

关键词： Telematic performance New Interfaces for Musical Expression Human-Computer Interaction embodied interaction dimension space analysis networked multimedia mixing posthumanism tangible user interfaces digital musical instrument extended reality mixed reality digital augmentation responsive environments sonic interaction design embedded systems feminist new materialism.

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Challenging sensor-based Personal Informatics: A Triadic Framework for Designing Open-ended Self-tracking Devices 25

Challenging Sensor-based Personal Informatics: A Triadic Fra...

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19th International conference on Tangible embedded and Embodied Interaction

作者： Toebosch, Romain Berger, Arne Lallemand, Carine Univ Luxembourg HCI Res Grp Esch Sur Alzette Luxembourg Anhalt Univ Appl Sci Comp Sci & Languages Kothen Germany Univ Luxembourg & Eindhoven Univ Technol Esch Sur Alzette Luxembourg

ISBN: (纸本)9798400711978

Self-tracking has the potential to help users gain self-knowledge and achieve goals, yet the rigidity of many personal informatics (PI) systems limits users' autonomy in defining personal tracking scenarios. this can lead to imposing normative views or reinforcing existing inequalities. To address these concerns, design scholars have suggested more open-ended solutions, but the operationalization of open-endedness in sensor-based tracking is still underexplored. this pictorial illustrates our research-through-design process, exploring the design space between closed-ended and open-ended sensor-designs. We contribute 1) a triadic framework of our conceptualisation of open-endedness in sensor-based PI systems, 2) insights from users interacting with 28 paper sensor prototypes to track aspects of collaboration, 3) design exemplars illustrating how designers could open-up closed-ended self-tracking designs or add guidance in open-ended ones. this more nuanced view could eventually support users in appropriating self-tracking technologies and reduce some of the negative societal implications brought by PI systems.

关键词： Self-tracking personal informatics sensor design framework research-through-design

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Bus Crowdedness Sensing System Based on Carbon Dioxide Concentration 20

Bus Crowdedness Sensing System Based on Carbon Dioxide Conce...

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20th acm conference on embedded networked sensor systems (SenSys)

作者： Huang, Wenhao Tsuge, Akira Chen, Yin Okoshi, Tadashi Nakazawa, Jin Keio Univ Fujisawa Kanagawa Japan Reitaku Univ Kashiwa Chiba Japan

ISBN: (纸本)9781450398862

Crowdedness sensing of buses is playing an important role in the disease control of COVID-19 and bus resource scheduling. this research analyzes the relationship between carbon dioxide concentration, bus environment and the number of passengers by linear regression. Our prototype system collects the data of bus environment and carbon dioxide concentration to estimate the number of passengers in real time. By collecting the sensing data from a shuttle bus of university campus, we experimentally evaluate the feasibility and sensing performance of the crowdedness estimation model.

关键词： Crowdedness sensing Carbon dioxide sensor Ubiquitous computing Smart cities

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