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Present CFP : 2018
The International Conference on Information Processing in Sensor Networks (IPSN) is a leading annual forum on research in networked sensing and control, broadly defined. IPSN brings together researchers from academia, industry, and government to present and discuss recent advances in both theoretical and experimental research. Its scope includes signal and image processing, information and coding theory, databases and information management, distributed algorithms, networks and protocols, wireless communications, collaborative objects and the Internet of Things, machine learning, mobile and social sensing, and embedded systems design. Of special interest are contributions at the confluence of multiple of these areas.
New: In addition to IPSN's traditional focus areas, IPSN 2018 will also include two tracks:
- Internet of Things (IoT)
- Data and Machine Learning
The IoT track will focus on issues related to IoT. Submission should refer to specific IoT related issues in the topic areas listed below, including but not limited to, hardware, software, system design, new architectures, modeling, evaluation, design methods, implementations, tools, or deployment experiences.
The DML Track will focus on data and machine learning related issues in IPSN topic areas. Submission should refer to specific data and machine learning issues related in the topic areas listed below. Topics can include but are not limited to, new system design to enable machine learning (e.g. hardware, software, algorithm, and architectures, etc.), novel machine learning algorithms for data related to IPSN topic areas (e.g. modeling, signal processing, interpretation, efficiency, evaluation, etc.), and data issues in IPSN topic area (e.g. structure, management, database, methods, tools, analysis, etc.).
Other topics in the topic areas listed below but does not specifically address IoT or DML topics should be submitted to the general track.
The entire program committee is eligible to review any submitted paper, but in order to aid in reviewer selection, authors are encouraged to indicate in the submission site whether their submissions are related to the tracks. All accepted papers will present in the main conference.
Like prior years, IPSN'18 will continue its strong focus on algorithms, theory, and systems for information processing using networks of embedded, human-in-the-loop, or social sensors, as well as new hardware and software platforms, design methods, architectures, modelling, implementation, evaluation, deployment experiences, and tools for networked embedded sensor systems and the Internet of Things.
Topics covered by the general track as well as IoT and DML tracks, include, but are not limited to:
- Sensor data storage, retrieval, processing
- Streaming sensor system tasking and operation
- Coding, compression, and information theory
- Machine learning and deep learning on sensor data
- Sensor tasking, control, and actuation
- Theoretical foundation and fundamental bounds
- Network and system architectures and protocols
- IoT gateway platform architecture and services
- Outdoor, wide-area sensing systems
- Location, time, and other network services
- Programming models, languages, and systems
- Programming models for IoT ensembles
- Embedded systems software frameworks
- Modeling, simulation, and measurement tools
- Operating systems and runtime environments
- User interfaces for sensing apps and systems
- Cloud, mobile, participatory, and social sensing
- Applications in health, wellness & sustainability
- Applications in smart cities and urban health
- Experiences, challenges, comparisons of platforms
- Discovery, coordination, and use of IoT services
- Security and privacy in heterogeneous systems
- IoT reliability, adaptability, and dependability
- Technical assessment of emerging IoT standards
- Wearable systems and data processing algorithms
- Evaluation/deployment of industrial sensor systems
- Sensor-enabled drone platforms and algorithms
Submission guidelines are available here.
New this year, IPSN will elicit a review and response process. After the initial review, the technical program committee may request a short (1-page) response from select papers for clarifications
Paper Abstract Registration: September 29th, 2017
Paper Submission Deadline: (Firm): October, 6th 2017
Response Request: Early January, 2018
Paper Notification: Mid January, 2018
Camera-Ready Deadline:: Late Feb, 2018