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- research-articleDecember 2024
Foes or Friends: Embracing Ground Effect for Edge Detection on Lightweight Drones
- Chenyu Zhao,
- Ciyu Ruan,
- Jingao Xu,
- Haoyang Wang,
- Shengbo Wang,
- Jiaqi Li,
- Jirong Zha,
- Zheng Yang,
- Yunhao Liu,
- Xiao-Ping Zhang,
- Xinlei Chen
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 1377–1392https://doi.org/10.1145/3636534.3690699Drone-based rapid and accurate environmental edge detection is highly advantageous for tasks such as disaster relief and autonomous navigation. Current methods, using radar or cameras, raise deployment costs and burden lightweight drones with high ...
- research-articleDecember 2024
LoRaTrimmer: Optimal Energy Condensation with Chirp Trimming for LoRa Weak Signal Decoding
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 1104–1118https://doi.org/10.1145/3636534.3690681LoRa has been widely used for the Internet of Things (IoT) due to its low power consumption and long communication range. The standard LoRa demodulation process condenses the energy of LoRa chirps to combat noise. However, there is an intrinsic frequency ...
- research-articleDecember 2024
StreamingTag: A Scalable Piracy Tracking Solution for Mobile Streaming Services
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 12Pages 14530–14543https://doi.org/10.1109/TMC.2024.3445411Streaming services have billions of mobile subscribers, yet video piracy has cost service providers billions. Digital Rights Management (DRM), however, is still far from satisfactory. Unlike DRM, which attempts to prohibit the creation of pirated copies, ...
- research-articleDecember 2024
WiseCam: A Systematic Approach to Intelligent Pan-Tilt Cameras for Moving Object Tracking
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 12Pages 12330–12344https://doi.org/10.1109/TMC.2024.3410645With the desired functionality of moving object tracking, wireless pan-tilt cameras are able to play critical roles in a growing diversity of surveillance environments. However, today's pan-tilt cameras oftentimes underperform when tracking ...
- research-articleNovember 2024
vSoC: Efficient Virtual System-on-Chip on Heterogeneous Hardware
- Jiaxing Qiu,
- Zijie Zhou,
- Yang Li,
- Zhenhua Li,
- Feng Qian,
- Hao Lin,
- Di Gao,
- Haitao Su,
- Xin Miao,
- Yunhao Liu,
- Tianyin Xu
SOSP '24: Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems PrinciplesPages 558–573https://doi.org/10.1145/3694715.3695946Emerging mobile apps such as UHD video and AR/VR access diverse high-throughput hardware devices, e.g., video codecs, cameras, and image processors. However, today's mobile emulators exhibit poor performance when emulating these devices. We pinpoint the ...
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- research-articleNovember 2024
Collecting Self-reported Semantics of BGP Communities and Investigating Their Consistency with Real-world Usage
IMC '24: Proceedings of the 2024 ACM on Internet Measurement ConferencePages 314–327https://doi.org/10.1145/3646547.3688414People can extract various kinds of information about the Internet from BGP routes tagged with BGP community values with known semantics. In this paper, we conduct a study on the following three issues related to BGP community semantics. First, we design ...
- research-articleSeptember 2024
Trinity: High-Performance and Reliable Mobile Emulation through Graphics Projection
ACM Transactions on Computer Systems (TOCS), Volume 42, Issue 3-4Article No.: 6, Pages 1–33https://doi.org/10.1145/3643029Mobile emulation, which creates full-fledged software mobile devices on a physical PC/server, is pivotal to the mobile ecosystem. Unfortunately, existing mobile emulators perform poorly on graphics-intensive apps in terms of efficiency and compatibility. ...
- research-articleSeptember 2024
Towards Programmable Backscatter Radio Design for Heterogeneous Wireless Networks
IEEE/ACM Transactions on Networking (TON), Volume 32, Issue 6Pages 5020–5032https://doi.org/10.1109/TNET.2024.3454095This paper presents RF-Transformer, a unified backscatter radio hardware abstraction that allows a low-power IoT device to directly communicate with heterogeneous wireless receivers. Unlike existing backscatter systems that are tailored to a specific ...
- research-articleAugust 2024
Passive Visible Light Tag System for Localization and Posture Estimation
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 8Pages 8541–8556https://doi.org/10.1109/TMC.2023.3348802As the development of the Internet of Things, location service plays a more important role in mobile computing. To provide location service for the already deployed devices and objects, we present LiTag, a visible light-based localization and posture ...
- research-articleJune 2024
LSync: A Universal Timeline-Synchronizing Solution for Live Streaming
IEEE/ACM Transactions on Networking (TON), Volume 32, Issue 5Pages 4144–4159https://doi.org/10.1109/TNET.2024.3408147The widespread use of intelligent devices and the development of mobile networks have led to the increasing popularity of live-streaming services worldwide. In addition to video and audio transmissions, a wide range of media content is also sent to ...
- research-articleJune 2024
MobiAir: Unleashing Sensor Mobility for City-scale and Fine-grained Air-Quality Monitoring with AirBERT
MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and ServicesPages 223–236https://doi.org/10.1145/3643832.3661872Mobile air pollution sensing methods are developed to collect air quality data with higher spatial-temporal resolutions. However, existing methods cannot process the spatially mixed gas samples effectively due to the highly dynamic temporal and spatial ...
ChirpTransformer: Versatile LoRa Encoding for Low-power Wide-area IoT
MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and ServicesPages 479–491https://doi.org/10.1145/3643832.3661861This paper introduces ChirpTransformer, a versatile LoRa encoding framework that harnesses broad chirp features to dynamically modulate data, enhancing network coverage, throughput, and energy efficiency. Unlike the standard LoRa encoder that offers only ...
- research-articleJune 2024
Willow: Practical WiFi Backscatter Localization with Parallel Tags
MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and ServicesPages 265–277https://doi.org/10.1145/3643832.3661853WiFi backscatter localization is a promising technology for the Internet of Things. However, existing works cannot work well for large-scale and low-cost tags with commodity WiFi devices. We present Willow, which provides accurate localization for ...
AutoDroid: LLM-powered Task Automation in Android
- Hao Wen,
- Yuanchun Li,
- Guohong Liu,
- Shanhui Zhao,
- Tao Yu,
- Toby Jia-Jun Li,
- Shiqi Jiang,
- Yunhao Liu,
- Yaqin Zhang,
- Yunxin Liu
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 543–557https://doi.org/10.1145/3636534.3649379Mobile task automation is an attractive technique that aims to enable voice-based hands-free user interaction with smartphones. However, existing approaches suffer from poor scalability due to the limited language understanding ability and the non-...
- research-articleMay 2024
Demeter: Reliable Cross-soil LPWAN with Low-cost Signal Polarization Alignment
- Yidong Ren,
- Wei Sun,
- Jialuo Du,
- Huaili Zeng,
- Younsuk Dong,
- Mi Zhang,
- Shigang Chen,
- Yunhao Liu,
- Tianxing Li,
- Zhichao Cao
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 230–245https://doi.org/10.1145/3636534.3649358Soil monitoring plays an essential role in agricultural systems. Rather than deploying sensors' antennas above the ground, burying them in the soil is an attractive way to retain a non-intrusive aboveground space. Low Power Wide-Area Network (LPWAN) has ...
- research-articleMay 2024
Rethinking Process Management for Interactive Mobile Systems
- Jianwei Zheng,
- Zhenhua Li,
- Feng Qian,
- Wei Liu,
- Hao Lin,
- Yunhao Liu,
- Tianyin Xu,
- Nan Zhang,
- Ju Wang,
- Cang Zhang
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 215–229https://doi.org/10.1145/3636534.3649357Modern mobile systems are featured by their increasing interactivity with users, which however is accompanied by a severe side effect---users constantly suffer from slow UI responsiveness (SUR). To date, the community have limited understandings of this ...
- research-articleMay 2024
RF-Diffusion: Radio Signal Generation via Time-Frequency Diffusion
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 77–92https://doi.org/10.1145/3636534.3649348Along with AIGC shines in CV and NLP, its potential in the wireless domain has also emerged in recent years. Yet, existing RF-oriented generative solutions are ill-suited for generating high-quality, time-series RF data due to limited representation ...
- research-articleMay 2024
A Low-Power Demodulator for LoRa Backscatter Systems With Frequency-Amplitude Transformation
IEEE/ACM Transactions on Networking (TON), Volume 32, Issue 4Pages 3515–3527https://doi.org/10.1109/TNET.2024.3396509The radio range of backscatter systems continues growing as new wireless communication primitives are continuously invented. Nevertheless, both the bit error rate and the packet loss rate of backscatter signals increase rapidly with the radio range, ...
- research-articleMay 2024
WiCloak: Protect Location Privacy of WiFi Devices
2024 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)Pages 101–112https://doi.org/10.1109/IPSN61024.2024.00013The rapid development of WiFi localization poses a serious privacy threat, as eavesdroppers can locate WiFi devices without their consent. In this paper, we present WiCloak, the first system that protects WiFi device location privacy while supporting ...
- articleMay 2024
Take the Blue Pill: Pursuing Mobile App Testing Fidelity, Efficiency, and Accessibility with Virtual Device Farms
- Hao Lin,
- Jiaxing Qiu,
- Hongyi Wang,
- Zhenhua Li,
- Liangyi Gong,
- Di Gao,
- Yunhao Liu,
- Feng Qian,
- Zhao Zhang,
- Ping Yang,
- Tianyin Xu
GetMobile: Mobile Computing and Communications (SIGMOBILE-GETMOBILE), Volume 28, Issue 1Pages 5–9https://doi.org/10.1145/3665112.3665114For more than a decade, researchers have been extensively exploring mobile app testing on virtual devices [1-9], which are software-emulated mobile devices running on commodity servers, in a similar vein as virtual machines (VM) in the cloud. Building on ...