https://www.patsnap.com/resources/blog/rd-blog/spectral-analysis-and-window-function-techniques-patent-landscape/ · Patsnap · data cut-off 2026-07-31 · downloaded from the live page
Patent Landscape · Sensors & Instrumentation
Spectral Analysis and Window Function Patents: Where Filing Has Peaked and Cooled
  • Filing peaked in 2017 at 49 and has not recovered: the 2022 midpoint of 42 confirms a flat-to-declining trend rather than a rebound.
  • Measurement and data-processing claims dominate: G01R and G06F together account for 440 and 412 of 916 records, dwarfing the 193 in H03H filter claims.
  • The most-cited prior art is decades old: the top-cited records date to the 1980s-1990s, meaning core adaptive-window and FFT methods are settled ground, not open territory.
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916
Published Records
16%
Top-5 Share of All Records
-3%
Filing Growth 2021→2024
US
Leading Jurisdiction

Filing growth compares 2021 (37 records) with 2024 (36) — a three-year span. 2024 is the most recent year we treat as complete: publication lags filing by roughly 18 months, so 2025 onwards are still filling in and any growth rate that ends there would understate the field. Top-5 share is the combined record count of the five largest assignees divided by all 916 records in scope (CR5), not by the ranked leaders only.

Published byPatsnap Research··7 min readSourced from Patsnap Eureka
Overview

A mature measurement field with a settled core

Spectral analysis and window-function patenting spans 916 families filed between 2015 and 2026, concentrated in electric and magnetic measurement (G01R) and digital data processing (G06F), with a smaller but consistent cluster in impedance networks and filters (H03H). Filing activity peaked in 2017 and has not exceeded that level since, placing this among the more settled corners of sensors and instrumentation patenting rather than a fast-growing one.

The most-cited prior art in the corpus dates to the 1980s and 1990s — adaptive-window FFT processing, biopotential spectral analysis and lapped-transform coding — which means the foundational claim space around windowing and leakage detection is long established. Newer activity shows up at the edges, in radar/sonar positioning, speech and audio processing, and grid-monitoring applications tied to Chinese state-grid research institutes.

Filing volume by year, 2017-2026
  1. 1FRAUNHOFER GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG EV86
  2. 2ADVANTEST CORP22
  3. 3SAMSUNG ELECTRONICS CO LTD15
  4. 4TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)14
  5. 5WESTINGHOUSE BRAKE & SIGNAL CO LTD13
  6. 6BAE SYSTEMS INFORMATION ANDELECTRONIC SYSTEMS INTEGRATION INC12
  7. 7MITSUBISHI ELECTRIC CORP11
  8. 8ANRITSU CORP11
  9. 9STATE GRID CORPORATION OF CHINA11
  10. 10ESKOM HOLDINGS (SOC) LTD11
Source: Patsnap Eureka. Assignee ranking and totals. Derived from a Patsnap search on Spectral Analysis and Window Function Techniques covering 2015–2026, data cut-off 2026-07-31. Counts reflect published records only and shift as new filings publish.Run this in Eureka MCP
Filing Data

Filing trends and technology composition

Publication counts across 916 families trace where spectral-analysis and window-function claims have concentrated since 2015, and which IPC subclasses carry the bulk of the activity.

A 2017 peak followed by a flat-to-declining run

Filings rose to 49 in 2017 and by the 2022 midpoint sat at 42; the run since has not exceeded that peak, and the partial 2026 count of 8 should be read against the roughly 18-month publication lag rather than as a cliff.

A 2017 peak followed by a flat-to-declining run0132538504920172018201920202021202220232024202582026Most recent year is partial — publication lag means later filings are not yet visible.

Measurement and data-processing subclasses dominate

G01R (electric and magnetic measurement, 440 records) and G06F (digital data processing, 412) carry most of the volume, with H03H (impedance networks and filters, 193) a distant third; G10L, H04L, H04B, G01S and A61B each register smaller but non-trivial claim activity at the edges of the core method.

Measurement and data-processing subclasses dominateG01R · Electric & magnetic measurement44048.0%G06F · Electric digital data processi…41245.0%H03H · Impedance networks & filters19321.1%G10L · Speech & audio analysis/synthe…12713.9%H04L · Digital information transmissi…849.2%H04B · Transmission (general)778.4%G01S · Radar, sonar & positioning616.7%A61B · Diagnosis & surgery434.7%Other37741.2%

Shares are the percentage of the 916 records in scope. A patent can carry several IPC classes, so the shares add up to more than 100%.

Source: Patsnap Eureka. Filing trend and technology composition. Derived from a Patsnap search on Spectral Analysis and Window Function Techniques covering 2015–2026, data cut-off 2026-07-31. Counts reflect published records only and shift as new filings publish.

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Prior Art

Key patents shaping the claim landscape

Representative filing
US4231103A1980-10-28

US4231103A — Fast Fourier transform spectral analysis system employing adaptive window

THE UNITED STATES OF AMERICA AS REPRESENTED BY THE SECRETARY OF THE NAVY

An FFT processor generates initial frequency-domain estimates from a sampled time-domain signal, and an adjustable window element receives selected estimates to sense or detect a leakage component in one of them, triggering adaptive re-windowing rather than applying a single fixed window.Filed by the U.S. Navy in 1980; the claim scope centres on the detect-then-adapt windowing loop, not on FFT processing or static windowing generally.

US4231103A — patent drawing 1US4231103A — patent drawing 2
View full filing
Most-cited records in the corpus
#Publication no.Patent titleCitations
1US4924875ACardiac biopotential analysis system and method272
2US5381150APartial intercept LPI (low probability of intercept) reconnaissance system258
3US5109862AMethod and apparatus for spectral analysis of electrocardiographic signals256
4US5458117ACerebral biopotential analysis system and method255
5US6496795B1Modulated complex lapped transform for integrated signal enhancement and coding200
6US6240129B1Method and windowing unit to reduce leakage, fourier transformer and DMT modem wherein the unit is used199
7US5795304ASystem and method for analyzing electrogastrophic signal181
8US5101828AMethods and apparatus for nonivasive monitoring of dynamic cardiac performance181
9US20190327006A1Techniques for implementing a portable spectrum analyzer180
10US5822368ADeveloping a channel impulse response by using distortion172

Citation counts favour older records within this searched corpus; treat them as a measure of influence on later claim drafting, not current commercial weight.

Each row carries its publication number; clicking a row searches Eureka by that number.

Source: Patsnap Eureka. Citation counts and representative records. Derived from a Patsnap search on Spectral Analysis and Window Function Techniques covering 2015–2026, data cut-off 2026-07-31. Counts reflect published records only and shift as new filings publish.Run this in Eureka MCP
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Signals

What the filing pattern signals

Three findings stand out once family counts, IPC composition and momentum are read together: a plateaued filing rate, a concentration in measurement claims, and a set of large historical filers that have gone quiet in the most recent year.

Filing momentum
2017 peak: 49
filings

No new peak since 2017

The filing count reached 49 in 2017 and the 2022 midpoint of 42 shows no acceleration since; the partial 2026 count of 8 is consistent with publication lag rather than a sudden stop.

Read the 2025-2026 tail as incomplete, not declining.
Claim concentration
440 + 412 records
G01R + G06F

Measurement and data processing carry the field

G01R and G06F together hold the large majority of the 916 records, with H03H a distant third at 193; the smaller subclasses (G10L, H04L, H04B, G01S, A61B) mark application-specific extensions rather than core method claims.

Core windowing math sits inside two subclasses.
Assignee activity
0 in latest year
for six top historical filers

Historical filers have gone quiet

Fraunhofer, Advantest, Samsung Electronics, Ericsson, Westinghouse Air Brake and Hughes Aircraft each show zero filings in the latest year, which given publication lag may reflect a pipeline gap rather than exit from the field.

Confirm via continuations before assuming disengagement.
Grid-sector cluster
10 co-assignee pairs
strongest pair: 4 shared filings

A separate grid-monitoring cluster

Chinese state-grid entities and affiliated research institutes recur across the strongest co-assignee pairs, pointing to a grid-monitoring application cluster running parallel to the classic instrumentation and defense lineage.

Distinct from the core FFT/windowing citation network.
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Co-filing patterns
AssigneeCo-assigneeShared families
State Grid Corporation of ChinaState Grid Anhui Electric Power Co., Ltd. Huainan Power Supply Company4
State Grid Corporation of ChinaChina University of Mining and Technology (Beijing)4
Fraunhofer-GesellschaftFriedrich-Alexander University Erlangen-Nuremberg2
State Grid Corporation of ChinaState Grid Chongqing Electric Power Research Institute2
State Grid Corporation of ChinaState Grid Jiangsu Electric Power Research Institute2
State Grid Corporation of ChinaState Grid Jiangsu Electric Power Co., Ltd.2
Fraunhofer-GesellschaftSCHULLER GERALD1
Fraunhofer-GesellschaftSCHNELL MARKUS1

Co-assignee pairs concentrate around grid-monitoring institutes and one academic pairing between Fraunhofer and Friedrich-Alexander University Erlangen-Nuremberg, rather than a broad cross-industry collaboration network.

Source: Patsnap Eureka. Co-assignee relationships and derived observations. Derived from a Patsnap search on Spectral Analysis and Window Function Techniques covering 2015–2026, data cut-off 2026-07-31. Counts reflect published records only and shift as new filings publish.Run this in Eureka MCP
Assignees

Who holds the claim space, and where it has gone quiet

The dataset's recent-year momentum shows a striking pattern: several of the historically largest filers in spectral analysis and windowing show zero publications in the most recent year, while a separate cluster of Chinese grid-sector entities keeps filing through co-assigned applications.

Historical instrumentation filers
0 latest-year filings
across six top assignees

Fraunhofer, Advantest, Samsung, Ericsson and defense-adjacent filers

Fraunhofer, Advantest, Samsung Electronics, Ericsson, Westinghouse Air Brake and Hughes Aircraft all show zero filings in the latest year despite historical activity in this claim space, consistent with either a pause or continuations still moving through the roughly 18-month publication pipeline.

Confirm via pending applications before reading as exit.
Grid-monitoring cluster
4 shared filings
strongest co-assignee pair

State Grid and affiliated research institutes

State Grid Corporation and its provincial power-supply and research institute affiliates, together with China University of Mining and Technology, form the strongest co-assignee pairs in the dataset, pointing to spectral-analysis methods applied to grid condition monitoring as a distinct, still-active filing cluster.

Separate lineage from the classic FFT/windowing citation network.
Academic-industrial pairing
2 shared filings
Fraunhofer + FAU Erlangen-Nuremberg

Audio-coding research collaboration

The pairing between Fraunhofer and Friedrich-Alexander University Erlangen-Nuremberg reflects the audio-coding and lapped-transform lineage traced back to the highly-cited modulated complex lapped transform patent, an area tied more to G10L speech/audio claims than to core measurement instrumentation.

Signals continued academic input into coding-adjacent claims.
🔍
Under-claimed sub-areas worth checking before filing
These branches show real IPC volume but no concentrated ownership — worth a freedom-to-operate check before assuming the space is occupied.
Radar/sonar leakage-aware windowing (G01S)Diagnostic biosignal spectral windowing (A61B)Adaptive sidelobe suppression for filter banks (H03H)Grid-condition spectral monitoring co-filings
Rank all filers by momentum →
Recent-year filing momentum
AssigneeRecent yearYoY
Fraunhofer-Gesellschaft0
Advantest Corporation0
Samsung Electronics Co., Ltd. (Korea)0
Telefonaktiebolaget LM Ericsson (Sweden)0
Westinghouse Air Brake Company0
Hughes Aircraft Company0
Anritsu Corporation0
Escom Holdings Limited0
Source: Patsnap Eureka. Assignee-level momentum. Derived from a Patsnap search on Spectral Analysis and Window Function Techniques covering 2015–2026, data cut-off 2026-07-31. Counts reflect published records only and shift as new filings publish.Run this in Eureka MCP
Next Steps

Where to take this analysis next

The filing and citation patterns here point to specific follow-up checks before committing R&D or filing budget to this space.

Check pending continuations from quiet historical filers

Six major historical assignees show zero latest-year publications; given the roughly 18-month publication lag, verify whether continuations or new applications are pending before concluding they have exited.

Search assignee filing history in Eureka

Scope a claim in the under-claimed branches

G01S and A61B carry real filing volume without a dominant owner; drafting a claim that ties a specific window or leakage-suppression method to a concrete radar, sonar or diagnostic step avoids the dense prior art sitting on the abstract transform math.

Draft and pressure-test claims in Eureka

Trace the grid-monitoring filing cluster

Co-assignee pairs concentrated around State Grid entities and affiliated research institutes suggest an active, semi-independent application area; a closer look at those families clarifies whether it overlaps with core spectral-analysis claims or stands apart.

Explore co-assignee networks in Eureka
Source: Patsnap Eureka. Forward-looking reading of the same dataset. Derived from a Patsnap search on Spectral Analysis and Window Function Techniques covering 2015–2026, data cut-off 2026-07-31. Counts reflect published records only and shift as new filings publish.Run this in Eureka MCP
FAQ

Frequently asked questions

Answers are grounded in the same dataset. Derived from a Patsnap search on Spectral Analysis and Window Function Techniques covering 2015–2026, data cut-off 2026-07-31. Counts reflect published records only and shift as new filings publish.Run this in Eureka MCP

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Disclaimer. This page is generated from Patsnap Eureka data drawn from a limited snapshot of global patent and scientific-literature records, and is provided for general information and reference only.

Patent data carries inherent limitations: recent filings (typically the most recent 18–24 months) are under-counted due to standard publication lag; counts may be reported at either a patent-family or a patent-record basis and are not always directly comparable; classification, applicant-name, and citation data may contain errors, duplicates, or omissions; and the underlying search query defines and constrains the scope shown. As a result, the analysis may be incomplete or inaccurate and may not reflect the full technology landscape.

Nothing on this page constitutes an exhaustive prior-art, novelty, freedom-to-operate, or validity search, nor does it constitute legal, financial, investment, or professional advice, and it should not be relied upon as such. Any patent, commercial, or strategic decision should be verified independently and reviewed with qualified patent, legal, and domain professionals. Patsnap makes no warranties, express or implied, as to the accuracy, completeness, or fitness for any particular purpose of the information presented.

Machine translation. Assignee and organisation names originally recorded in Chinese, Japanese or Korean have been rendered into English by an AI translation step so that the tables stay readable. These renderings are best-effort and may not match a company's registered English name; the original name is what the underlying patent record carries, and it is what any Eureka query launched from this page uses.