Now’s the Time to Think About What Comes After 5G
5G technology, with its promises of self-driving vehicles and immersive virtual reality, will be a data-hungry generation of wireless communications.
Model Selection Techniques: An overview
In the era of big data, analysts usually explore various statistical models or machine-learning methods for observed data to facilitate scientific…
Read moreSilicon Photonics-Special Issue of Proceedings of the IEEE
This month's special issue of Proceedings of the IEEE provides a state-of-the-art overview of the field of silicon photonics, which is making a significant impact on fiber-optic communications and spreading to new areas such as sensors and deep learning.
What Should We Learn? Hospitals Fight Sepsis with AI
In hospitals, doctors and nurses keep vigilant watch over patients' vital signs and blood tests to catch the first symptoms of sepsis. In this life-threatening condition, the body responds to an infection with widespread inflammation that can lead to organ failure.
Special Issue on Information - Theoretic Methods in Data Acquisition, Analysis, and Processing
The field of information theory – dating back to the seminal work by Claude E. Shannon in 1948 - is considered to be one of the landmark intellectual achievements of the 20th century, underpinning advances in compression and communication of data that underpins the information age.
From High-Level Specification to High-Performance Code
Computer architectures and systems are becoming ever more powerful but increasingly more complex. With the end of frequency scaling (about 2004) and the era of multicores/manycores/accelerators, it is exceedingly hard to extract the promised performance, in particular, at a reasonable energy budget.
A Survey on MIMO Transmission With Finite Input Signals: Technical Challenges, Advances, and Future Trends
The explosive growth in the use of smart mobile devices such as smartphones and wireless modems has led to an exponentially increasing demand for wireless data services.
A Machine Learning Approach for Mobile Collaborative Spectrum Sensing
Spectrum sensing in a large-scale heterogeneous network is very challenging as it usually requires a large number of static secondary users (SUs) to obtain the global spectrum states. To tackle this problem, the paper, entitled Mobile Collaborative Spectrum Sensing for Heterogeneous Networks:...
JSTSP Special Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing
The field of information theory - dating back to the seminal work by Claude E. Shannon in 1948 - is considered to be one of the landmark intellectual achievements of the 20th century, underpinning advances in compression and communication of data that underpins the information age. In particular, information-theoretic methods have been used to illuminate fundamental limits and gauge the effectiveness of algorithms for various problems in statistical decision theory, data communications, data compression, security, and networking.
Signal Processing Opens the Internet of Things to a New World of Possibilities
The Internet of Things (IoT ) refers to the wireless connection of ordinary objects, such as vehicles, cash machines, door locks, cameras, industrial controls, and municipal traffic systems, to the Internet.

