Evidence map›Paper›PMID 38202961›Full record

ArticleSensors (Basel, Switzerland)2023

A Simple Microwave Imaging System for Food Product Inspection through a Symmetry-Based Microwave Imaging Approach.

Gennaro Bellizzi, Alessio Buzzin, Lorenzo Crocco, Antonio Mastrandrea, Noemi Zeni, Sabrina Zumbo, Marta Cavagnaro

Open access · goldAbstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2023. 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
0.7field-weighted citation impact, top 34% of its field
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, 6 citations in OpenAlex.

  1. Article
  2. Article
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

7 authors at 3 institutions in 1 country.

Gennaro BellizziDepartment of Electrical Engineering and Information Technology, University of Naples Federico II, 80125 Naples, Italy.ORCID 0000-0001-5536-4416
Alessio BuzzinDepartment of Information Engineering, Electronics and Telecommunications, Sapienza University of Rome, 00184 Rome, Italy.ORCID 0000-0002-8071-5406
Lorenzo CroccoInstitute for Electromagnetic Sensing of the Environment, National Research Council of Italy, 80124 Naples, Italy.ORCID 0000-0003-2498-3219
Antonio MastrandreaDepartment of Information Engineering, Electronics and Telecommunications, Sapienza University of Rome, 00184 Rome, Italy.ORCID 0000-0003-4243-1258
Noemi ZeniDepartment of Electrical Engineering and Information Technology, University of Naples Federico II, 80125 Naples, Italy.
Sabrina ZumboDepartment of Electrical Engineering and Information Technology, University of Naples Federico II, 80125 Naples, Italy.
Marta CavagnaroDepartment of Information Engineering, Electronics and Telecommunications, Sapienza University of Rome, 00184 Rome, Italy.ORCID 0000-0002-7624-1113
Sapienza University of Rome · ITUniversity of Naples Federico II · ITIstituto per il Rilevamento Elettromagnetico dell'Ambiente · IT

Funding

Italian Ministry of University and Research under the 2017 PRIN project "BEST-Food, Broadband Electromagnetic Sensing Technologies for Food Quality and Security Assessment." Prot. N. 20179FLH4A
6 · The paper itself

Abstract

In the food industry, there is a growing demand for cost-effective methods for the inline inspection of food items able to non-invasively detect small foreign bodies that may have contaminated the product during the production process. Microwave imaging may be a valid alternative to the existing technologies, thanks to its inherently low-cost and its capability of sensing low-density contaminants. In this paper, a simple microwave imaging system specifically designed to enable the inspection of a large variety of food products is presented. The system consists of two circularly loaded antipodal Vivaldi antennas with a very large operative band, from 1 to 15 GHz, thus allowing a suitable spatial resolution for different food products, from mostly fatty to high water-content foods. The antennas are arranged in such a way as to collect a signal that can be used to exploit a recently proposed real-time microwave imaging strategy, leveraging the inherent symmetries that usually characterize food items. The system is experimentally characterized, and the achieved results compare favorably with the design specifications and numerical simulations. Relying on these positive results, the first experimental proof of the effectiveness of the entire system is presented confirming its efficacy.

Indexed as

Microwave ImagingFoodMicrowavesTechnologyWaterWaterantipodal Vivaldi antennafood inspectionmicrowave imagingnon-invasive diagnostic

Identifiers

PMID38202961
PMCPMC10780688
OpenAlexW4390176287

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.