Harbin Engineering University

About: Harbin Engineering University is a education organization based out in Harbin, Heilongjiang, China. It is known for research contribution in the topics: Control theory & Microstructure. The organization has 31149 authors who have published 27940 publications receiving 276787 citations. The organization is also known as: HEU.

Transfer Learning Promotes 6G Wireless Communications: Recent Advances and Future Challenges

Abstract: In the coming 6G communications, network densification, high throughput, positioning accuracy, energy efficiency, and many other key performance indicator requirements are becoming increasingly strict In the future, how to improve work efficiency while saving costs is one of the foremost research directions in wireless communications Being able to learn from experience is an important way to approach this vision Transfer learning (TL) encourages new tasks/domains to learn from experienced tasks/domains for helping new tasks become faster and more efficient TL can help save energy and improve efficiency with the correlation and similarity information between different tasks in many fields of wireless communications Therefore, applying TL to future 6G communications is a very valuable topic TL has achieved some good results in wireless communications In order to improve the development of TL applied in 6G communications, this article performs a comprehensive review of the TL algorithms used in different wireless communication fields, such as base stations/access points switching, indoor wireless localization and intrusion detection in wireless networks, etc Moreover, the future research directions of mutual relationship between TL and 6G communications are discussed in detail Challenges and future issues about integrate TL into 6G are proposed at the end This article is intended to help readers understand the past, present, and future between TL and wireless communications

The construction of self-supported thorny leaf-like nickel-cobalt bimetal phosphides as efficient bifunctional electrocatalysts for urea electrolysis

Abstract: Urea electrolysis offers the prospect of cost-effective and energy-saving hydrogen production together with mitigating urea-rich wastewater pollution instead of overall water splitting. Hence, here, high-efficiency bifunctional electrocatalysts were developed for both the urea oxidation reaction (UOR) and hydrogen evolution reaction (HER) via the in situ vertical growth of thorny leaf-like (2D nanosheets supporting 1D nanowires) NiCoP on a carbon cloth (NiCoP/CC). After integrating the advantages of the synergistic effect between Ni and Co as well as the unique hierarchical structure combined with 1D nanowires, 2D nanosheets and a 3D conductive carbon cloth substrate, the electrode exhibited excellent electrocatalytic activity toward HER and UOR. The electrolytic cell assembled using NiCoP/CC as the anode and the cathode could provide current density of 10 mA cm−2 at a cell voltage of 1.42 V (160 mV less than that for its urea-free counterpart) as well as remarkable durability over 30 h. Thus, the cost-effectiveness and high activity of the NiCoP/CC electrode pave the way to explore transition metal-based electrocatalysts for urea electrolysis.

Reduced-temperature ethanol sensing characteristics of flower-like ZnO nanorods synthesized by a sonochemical method

Abstract: Flower-like ZnO nanorods with diameters less than 15?nm were synthesized by a sonochemical method The sensors fabricated from the nanorods exhibited excellent ethanol sensing properties At the working temperature of 300??C, their sensitivity was 1768?100?ppm ethanol vapour While the working temperature was reduced to 140??C, they were still able to detect ethanol vapour at the ppm level The reduced working temperature may be attributed to the small sizes of the nanorods