Journal profile · Multiple
Sampling Theory Signal Processing and Data Analysis
ISSN 2730-5716 · eISSN 2730-5724 · Springer Nature
Sampling Theory Signal Processing and Data Analysis: CAS Zone 4 · Mathematics (2026 Xinrui edition); impact factor 1.3 (journal website); hybrid open access; APC about USD 2,990; median 246 days to acceptance (36 articles, last 24 months); 25 articles in 2025; indexed in ESCI and Scopus.
Scope
Aims, scope and focus
Sampling Theory Signal Processing and Data Analysis is published by Springer Nature and is classed under Mathematics in the CAS Journal Ranking. By OpenAlex counts of its recent articles, its largest topics are Mathematical Analysis and Transform Methods, Sparse and Compressive Sensing Techniques and Image and Signal Denoising Methods, together about 41.6% of its articles. Its main subfields are Applied Mathematics. (generated from OpenAlex topic counts and CAS ranking data)
Sampling Theory, Signal Processing, and Data Analysis (SaSiDa) is a continuation of the journal Sampling Theory in Signal and Image Processing and focuses on the mathematics relating to sampling theory, signal processing, data analysis, and associated recovery problems from partial or indirect information. It aims at inducing interactions leading to cross-disciplinary advances. The focus of the journal is on high quality research papers. Well-written survey or expository articles about cutting-edge research topics, summarizing the state of the art, will also be considered. Seminal theoretical papers or papers that significantly advance understanding of applications or resolve important standing issues are particularly welcome. The scope includes theoretical, computational and significant applied aspects of the following topics: Sampling Theory, Signal and Image Processing, Data Analysis, reaching from traditional Fourier analytic to cutting edge methods such as Compressive Sensing, Atomic Decomposition and Deep Learning. Topics covered by the journal: Sampling Theory
· sampling of space-time deterministic or stochastic signals
· sampling on the sphere and on more general manifolds
· sampling on graphs
· compressive sensing
· sampling theory in reproducing kernel Hilbert and Banach spaces
· frame theory and its applications in sampling theory
· shift-invariant and spline-type spaces
· approximation error analysis and local reconstructions
· analytic number theory and lattice point methods in sampling expansions
· sampling in coorbit theory and group representations
· aspects of function spaces in sampling theory (Sobolev spaces, Besov spaces, Wiener amalgam spaces and others)
· operator and functional analytic methods related to the above topics Signal and Image Processing
· audio and image processing
· signal processing and inverse problems on graphs
· signal transforms such as the scattering transform
· wavelets, shearlets, Gabor expansions
· atomic decompositions and related transforms
· information theory and communications
· analog to digital conversion and quantization
· phase retrieval problems
· control theory methods in signal processing
· interaction between inverse problems, signal analysis, and image processing
· operator and functional analytic methods related to the above topics Data Analysis
· machine learning and neural networks
· high dimensional data analysis and manifold learning
· application of frame theory in data analysis
· mathematic
From the journal's Aims & Scope
Research area (LetPub): Multiple
Editor-in-chief Akram AldroubiPublisher website
Editorial board by country: 1 in mainland China (about 2%); most named United States 22, Germany 11, Switzerland 4, Austria 4, France 3 (61 members with a country) Editorial board ↗Publisher website ·
Main research topics OpenAlex counts of recent articles; shares are approximate
- Mathematical Analysis and Transform MethodsMathematics23.4%
- Sparse and Compressive Sensing TechniquesEngineering9.5%
- Image and Signal Denoising MethodsComputer Science8.7%
- Mathematical functions and polynomialsMathematics4.8%
- Digital Filter Design and ImplementationComputer Science4.3%
- Numerical methods in inverse problemsMathematics3.9%
- Mathematical Approximation and IntegrationMathematics3.9%
- Holomorphic and Operator TheoryMathematics3.5%
Rankings & indexing
CAS ranking and database indexing
CAS Journal Ranking
CAS Journal Ranking, upgraded edition (March 2025)Not covered
Not covered by this edition.
CAS Xinrui Journal Ranking (March 2026)Mathematics Zone 4
| Level | Category | Zone |
|---|---|---|
| Major | Mathematics | Zone 4 |
| Minor | Mathematics, Applied | Zone 4 |
| Minor | Mathematics | Zone 4 |
Top journal: noReview journal: not marked
CAS Journal Ranking, previous upgraded edition (December 2023)Not covered
Not covered by this edition.
Database indexing
ESCIScopusLetPub
International journal early-warning lists: not listed in any editionLetPub
Indexing the journal's website claims
zbMATHPublisher website
Other: Google Scholar, EBSCO, ProQuest, Dimensions, CNKI, Baidu, Astrophysics Data System, Naver, OCLC, Portico, CLOCKSS
As the journal's website lists them, not checked against each database; for Web of Science editions the records above apply.
Editions, and major and minor categories, are shown separately and never merged into one zone; check which edition your institution uses before you submit or report.
Metrics
Impact metrics and publication volume
Impact
- Impact factor (publisher) 2025
- 1.3Publisher website ·
- 5-year impact factor (publisher) 2025
- 1.3Publisher website ·
- CiteScore 2026-06
- 2.6LetPub ·
- SJR 2026-06
- 0.54LetPub ·
- SNIP 2026-06
- 0.79LetPub ·
- h-index
- 12OpenAlex ·
- i10-index
- 13OpenAlex ·
- 2-year mean citedness
- 1.14OpenAlex ·
- Self-citation rate
- 0%LetPub ·
- Share of gold OA articles
- 46.84%LetPub ·
Volume
- Articles per year
- 25LetPub ·
- Downloads per year (publisher) 2025
- 44,200Publisher website ·
Articles by year OpenAlex count · 130 in total · the current year is incomplete
| Year | Articles | Open access | Citations |
|---|---|---|---|
| 2026 | 8 | 5 | 1 |
| 2025 | 25 | 14 | 20 |
| 2024 | 18 | 10 | 37 |
| 2023 | 35 | 22 | 109 |
| 2022 | 26 | 18 | 189 |
| 2021 | 18 | 15 | 99 |
Sources count differently and were observed at different times, so each source's own value is kept; "publisher" marks figures from the journal's website.
Review & acceptance
Review time and acceptance
Review time from article dates manuscript dates registered with Crossref · to
246 daysMedian, submission to acceptance · P25–P75 151 days – 495 days
- Acceptance to online
- median 25 days (36 articles)
- Submission to online
- median 265 days
- Sample
- 36 articles with submission and acceptance dates (35 in the window); the latest was accepted on
Only articles that were accepted and published are counted, not the time spent on rejected manuscripts, so this usually runs longer than a publisher's "time to first decision".
Other sources
- Submission to first decision
- 31 daysPublisher website ·
- Peer review
- Double anonymous peer review, Single anonymous peer reviewPublisher website
Community reports come from authors' own submissions (confidence 0.5) and are not a promise from the journal; for publisher figures, the journal's own definitions apply.
Fees & open access
APC and open-access policy
Hybrid open accessLetPub
A subscription journal in which authors can pay to publish their article open access.
| Source | APC | Fee waiver | License | Observed |
|---|---|---|---|---|
| OpenAlex | USD 2,990 / EUR 2,390 / GBP 2,090 | — | — |
A hybrid journal charges the APC only when the author chooses open access; publishing under the subscription model is usually free.
The journal's website is authoritative for fees; sources were observed at different times and each keeps its own value, without averaging.
Submission
Article types and submission policies (journal website)
What to prepare4 items from the author guidelines
- Abstract
- 150–250 words
- Keywords
- ≥ 4
- Reference style
- Numbered, in order of citation
- Suggested reviewers
- Optional
Article types accepted1
- editorialSingle-blind peer review This journal follows a single-blind reviewing procedure. This journal also publishes special/guest-edited issues. The peer review proce…Length not stated
Policy excerpts from the journal's websiteAI use, Conflicts of interest, Data availability, Publication ethics, License & copyright, Open access, Peer review, Plagiarism
- AI use Generative AI Images
LLMs cannot be authors; AI use must be documented Model summary
Please check Springer’s policy on generative AI images and make sure your work adheres to the principles described therein. Back to top
Source ↗Publisher website ·- Conflicts of interest Competing Interests
Competing interests disclosure required Model summary
Authors are requested to disclose interests that are directly or indirectly related to the work submitted for publication. Interests within the last 3 years of beginning the work (conducting the research and preparing the work for submission) should be reported. Interests outside the 3-year time frame must be disclosed if they could reasonably be perceived as influencing the submitted work. Disclo…
Source ↗Publisher website ·- Data availability
Research data archiving encouraged Model summary
We encourage research data to be archived in data repositories wherever possible.
Source ↗Publisher website ·- Publication ethics Compliance with Ethical Standards
COPE member; follows COPE guidelines Model summary
To ensure objectivity and transparency in research and to ensure that accepted principles of ethical and professional conduct have been followed, authors should include information regarding sources of funding, potential conflicts of interest (financial or non-financial), informed consent if the research involved human participants, and a statement on welfare of animals if the research involved an…
Source ↗Publisher website ·- License & copyright Copyright
Permissions required for previously published material Model summary
Open Choice articles do not require transfer of copyright as the copyright remains with the author. In opting for open access, the author(s) agree to publish the article under a Creative Commons license. Details of the OA licences offered to authors can be found on the individual journal website, in the journal's How to publish with us guide. Back to top
Source ↗Publisher website ·- Open access Open access publishing
To find out more about publishing your work Open Access in Sampling Theory, Signal Processing, and Data Analysis, including information on fees, funding and licences, visit our Open access publishing page. Back to top
Source ↗Publisher website ·- Peer review Single-blind peer review
Reviewer suggestions/exclusions allowed Model summary
This journal follows a single-blind reviewing procedure. This journal also publishes special/guest-edited issues. The peer review process for these articles is the same as the peer review process of the journal in general. Additionally, if a guest editor authors an article in their issue/collection, they will not handle the peer review process.
Source ↗Publisher website ·- Plagiarism
Plagiarism screening software may be used Model summary
the journal may use software to screen for plagiarism
Source ↗Publisher website ·
Excerpts are quoted from the journal's website; "model summary" lines are written by Workers AI and checked against the text. The journal's website is authoritative.
Profile
Publication details and official links
- Publisher
- Springer Nature
- ISSN
- 2730-5716
- Electronic ISSN
- 2730-5724
- Official links
- Journal homepage ↗OpenAlex
- Submission system ↗Publisher website
- Special issues ↗Publisher website
FAQ
Frequently asked questions about Sampling Theory Signal Processing and Data Analysis
What CAS zone is Sampling Theory Signal Processing and Data Analysis in?
In the 2026 Xinrui edition it is in Zone 4 of Mathematics. Zones from different editions, and from major and minor categories, are not interchangeable.
What is the impact factor of Sampling Theory Signal Processing and Data Analysis?
The journal's website gives an impact factor of 1.3 (2025); this is the journal's own figure, as LetPub lists none for it; CiteScore 2.6, h-index 12.
How long does peer review take at Sampling Theory Signal Processing and Data Analysis?
Based on the dates recorded on 36 articles published between October 2024 and October 2026 (the last 24 months), the median time from submission to acceptance is 246 days (interquartile range 151–495 days). Article statistics cover accepted papers only, publisher figures follow the journal's own definitions, and community reports come from authors' own submissions; none is a promise from the journal.
What are the manuscript requirements of Sampling Theory Signal Processing and Data Analysis?
According to the journal's author guidelines: Abstract: 150–250 words; Keywords: ≥ 4; Reference style: Numbered, in order of citation; Suggested reviewers: Optional. A model extracted these from the author guidelines and each was checked against the text; check the latest version on the journal's website before submitting.
Where are the editorial board members of Sampling Theory Signal Processing and Data Analysis based?
Of the 61 board members whose country the journal's board page names, 1 (about 2%) are in mainland China; the countries named most often are United States (22), Germany (11) and Switzerland (4). Counted from the institutions listed on the board page; for reference only.
Which databases index Sampling Theory Signal Processing and Data Analysis?
According to LetPub and DOAJ records, Sampling Theory Signal Processing and Data Analysis is indexed in ESCI and Scopus. The journal's website also lists zbMATH; that list has not been checked against each database.
Is Sampling Theory Signal Processing and Data Analysis open access, and what is the APC?
Sampling Theory Signal Processing and Data Analysis is a hybrid journal. For open-access publication: APC about USD 2,990.
Sources and updates
The facts on this page come from LetPub, OpenAlex, Publisher website; every figure is tagged with its source and the date it was observed, and conflicting values are kept per source. LetPub source page: view ↗ (archived 2026-08-26). Last updated: .