Towards goal-oriented semantic signal processing: Applications and future challenges
نویسندگان
چکیده
Advances in machine learning technology have enabled real-time extraction of semantic information signals which can revolutionize signal processing techniques and improve their performance significantly for the next generation applications. With objective a concrete representation efficient information, we propose demonstrate formal graph-based language goal filtering method that enables goal-oriented processing. The proposed framework easily be tailored specific applications goals diverse range To illustrate its wide applicability, investigate several use cases provide details on how customized. We also communications where sensor data is semantically processed exchanged across network.
منابع مشابه
Towards a Biologically Inspired Semantic Segmentation of Goal Oriented Actions
It has been shown the existence of a population of neurons, mirror neurons, in the macaque’s F5 motor area which are “active” during both the execution of a Goal Oriented Action (GOA) and the observation of the same action executed by another individual (Rizzolatti G., Luppino G, 2001). A GOA denotes a series of prehension movements that relate body parts of the subject to a three-dimensional o...
متن کاملMassive MIMO Systems: Signal Processing Challenges and Future Trends
This article presents a tutorial on multiuser multiple-antenna wireless systems with a very large number of antennas, known as massive multi-input multi-output (MIMO) systems. Signal processing challenges and future trends in the area of massive MIMO systems are presented and key application scenarios are detailed. A linear algebra approach is considered for the description of the system and da...
متن کاملSignal Processing for MIMO-NOMA: Present and Future Challenges
Non-orthogonal multiple access (NOMA), as the newest member of the multiple access family, is envisioned to be an essential component of 5G mobile networks. The combination of NOMA and multiantenna multi-input multi-output (MIMO) technologies exhibits a significant potential in improving spectral efficiency and providing better wireless services to more users. In this article, we introduce the ...
متن کاملTowards Goal-Oriented Conformance Checking
Constructing a business process is important area between requirements engineering and business process management. Goal-oriented requirements analysis method is widely researched in requirements engineering and useful for reflecting organizational requirements to business process models, but actual business processes deviate from defined process models. Therefore, it is not sufficient for busi...
متن کاملAddressing signal processing challenges ]
IEEE SIGNAL PROCESSING MAGAZINE [88] NOVEMBER 2007 1053-5888/07/$25.00©2007IEEE M ultiview three-dimensional (3-D) displays offer viewing of high-resolution stereoscopic images from arbitrary positions without glasses. Such displays consist of view-dependent pixels that reveal a different color according to the viewing angle. Therefore, the left and right eye of an observer see slightly differe...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Digital Signal Processing
سال: 2021
ISSN: ['1051-2004', '1095-4333']
DOI: https://doi.org/10.1016/j.dsp.2021.103134