Tootfinder

A Deep Q-Network based power control mechanism to Minimize RLF driven Handover Failure in 5G Network
Kotha Kartheek, Shankar K. Ghosh, Megha Iyengar, Vinod Sharma, Souvik Deb
https://arxiv.org/abs/2510.05762

A Deep Q-Network based power control mechanism to Minimize RLF driven Handover Failure in 5G Network
The impact of Radio link failure (RLF) has been largely ignored in designing handover algorithms, although RLF is a major contributor towards causing handover failure (HF). RLF can cause HF if it is detected during an ongoing handover. The objective of this work is to propose an efficient power control mechanism based on Deep Q-Network (DQN), considering handover parameters (i.e., time-to-preparation, time-to-execute, preparation offset, execution offset) and radio link monitoring parameters (T…

Homotopy Languages
C\'esar Bardomiano Mart\'inez, Simon Henry
https://arxiv.org/abs/2510.02607 https://arxiv.org/pdf/2510.02607

Homotopy Languages
We attach to each weak model category $\mathcal{M}$ a class of first order formulas about the fibrant objects of $\mathcal{M}$ whose validity is invariant under homotopies and weak equivalences. This is a generalization of the classical Blanc-Freyd Language of categories -- which involves formula avoiding equality on objects and which are invariant under isomorphism and equivalences of categories. In particular, we obtain similar homotopy invariant languages for $2$-categories, bicategories, ch…

Forthcoming book
by Bernie Sanders:
Fight Oligarchy.
“Sanders explains how the United States today is an oligarchic society in which a small handful of multibillionaires exercise enormous economic and political power.”
https://bookshop.org/p/books/fight-oli

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Hand Habits:
🎵 Wheel of Change
#HandHabits
https://handhabits.bandcamp.com/track/wheel-of-change
https://open.spotify.com/track/3Pt9wTo0ls4aSGg7EtWh7w

On the way to Gepatschferner, September 2025... How I miss this place!
#FootpathFriday #LandscapePhotography #NaturePhotography

Sequence-Based Deep Learning for Handover Optimization in Dense Urban Cellular Network
Muhammad Kabeer, Rosdiadee Nordin, Mehran Behjati, Lau Sian Lun
https://arxiv.org/abs/2510.02958

Sequence-Based Deep Learning for Handover Optimization in Dense Urban Cellular Network
Efficient handover management remains a critical challenge in dense urban cellular networks, where high cell density, user mobility, and diverse service demands increase the likelihood of unnecessary handovers and ping-pong effects. This paper leverages a real-world, multi-operator drive-test dataset of 30,925 labelled records collected within a 2 km area around Sunway City to investigate sequence-based deep learning approaches for handover detection and avoidance. We formulate handover predict…

Think of this as a good place to start
— for you and your loved ones
— to expand your knowledge of indie news outlets
who are more deserving of your time and money than corporate, billionaire-owned media.
And feel free to add your suggestions in the comments.
https://www.thehandbaske…

Giving the gift of independent journalism: a guide
The Handbasket has subscription suggestions for almost everyone on your list.

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Hand Habits:
🎵 Wheel of Change
#HandHabits
https://handhabits.bandcamp.com/track/wheel-of-change
https://open.spotify.com/track/3Pt9wTo0ls4aSGg7EtWh7w
Please 🔁 BOOST to share what you like
- your followers don't see if you ⭐ favourite a post

Think of this as a good place to start
— for you and your loved ones
— to expand your knowledge of indie news outlets
who are more deserving of your time and money than corporate, billionaire-owned media.
And feel free to add your suggestions in the comments.
https://www.thehandbask…

Giving the gift of independent journalism: a guide
The Handbasket has subscription suggestions for almost everyone on your list.