Evidence map›Paper›PMID 34442610›Full record

ReviewMicromachines2021

Evolution of the Electromagnetic Manipulation: From Tunable to Programmable and Intelligent Metasurfaces.

Sisi Luo, Jianjiao Hao, Fuju Ye, Jiaxin Li, Ying Ruan, Haoyang Cui, Wenjun Liu, Lei Chen

Abstract readReview
In one paragraph

Review in Micromachines, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. XOR-Logic Phase Coding Programmable Metasurface for Low Power-Consumption Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Sisi LuoCollege of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
Jianjiao HaoCollege of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
Fuju YeCollege of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
Jiaxin LiCollege of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
Ying RuanCollege of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
Haoyang CuiCollege of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
Wenjun LiuFinemade Microelectronics, Co., Ltd., Shenzhen 518000, China.
Lei ChenCollege of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.ORCID 0000-0003-0292-6600

Funding

National Natural Science Foundation of China 11404207SHIEP Foundation K2014-054, Z2015-086The Local Colleges and Universities Capacity Building Program of the Shanghai Science and Technology Committee, China 15110500900
6 · The paper itself

Abstract

Looking back on the development of metamaterials in the past 20 years, metamaterials have gradually developed from three-dimensional complex electromagnetic structures to a two-dimensional metasurface with a low profile, during which a series of subversive achievements have been produced. The form of electromagnetic manipulation of the metasurface has evolved from passive to active tunable, programmable, and other dynamic and real-time controllable forms. In particular, the proposal of coding and programmable metasurfaces endows metasurfaces with new vitality. By describing metamaterials through binary code, the digital world and the physical world are connected, and the research of metasurfaces also steps into a new era of digitalization. However, the function switch of traditional programmable metamaterials cannot be achieved without human instruction and control. In order to achieve richer and more flexible function regulation and even higher level metasurface design, the intelligence of metamaterials is an important direction in its future development. In this paper, we review the development of tunable, programmable, and intelligent metasurfaces over the past 5 years, focusing on basic concepts, working principles, design methods, manufacturing, and experimental validation. Firstly, several manipulation modes of tunable metasurfaces are discussed; in particular, the metasurfaces based on temperature control, mechanical control, and electrical control are described in detail. It is demonstrated that the amplitude and phase responses can be flexibly manipulated by the tunable metasurfaces. Then, the concept, working principle, and design method of digital coding metasurfaces are briefly introduced. At the same time, we introduce the active programmable metasurfaces from the following aspects, such as structure, coding method, and three-dimensional far-field results, to show the excellent electromagnetic manipulation ability of programmable metasurfaces. Finally, the basic concepts and research status of intelligent metasurfaces are discussed in detail. Different from the previous programmable metamaterials, which must be controlled by human intervention, the new intelligent metamaterials control system will realize autonomous perception, autonomous decision-making, and even adaptive functional manipulation to a certain extent.

Indexed as

active programmable metasurfaceselectromagnetic manipulationintelligent metasurfacesmetamaterialmetasurfacetunable metasurfaces

Identifiers

PMID34442610
PMCPMC8399928

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.